From c7bb15aaa900b1cbbe2f7c57d4f9bdcf009bfab9 Mon Sep 17 00:00:00 2001 From: Christophe REGOUBY Date: Mon, 15 Sep 2025 19:12:36 +0200 Subject: [PATCH 01/25] initialize vignette --- .gitignore | 1 + DESCRIPTION | 5 +- vignettes/examples/assets/dog1.jpg | Bin 0 -> 97422 bytes vignettes/examples/assets/dog2.jpg | Bin 0 -> 90796 bytes .../examples/assets/file84fb43ce0fa5.png | Bin 0 -> 754547 bytes vignettes/visualization_utilities.Rmd | 67 ++++++++++++++++++ 6 files changed, 72 insertions(+), 1 deletion(-) create mode 100644 vignettes/examples/assets/dog1.jpg create mode 100644 vignettes/examples/assets/dog2.jpg create mode 100644 vignettes/examples/assets/file84fb43ce0fa5.png create mode 100644 vignettes/visualization_utilities.Rmd diff --git a/.gitignore b/.gitignore index f478b371..8bbecf96 100644 --- a/.gitignore +++ b/.gitignore @@ -7,3 +7,4 @@ x.pth docs .Rhistory s.pth +inst/doc diff --git a/DESCRIPTION b/DESCRIPTION index 47fc9ec7..bdbdd043 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -54,7 +54,9 @@ Suggests: testthat, coro, R.matlab, - xml2 + xml2, + knitr, + rmarkdown BugReports: https://github.com/mlverse/torchvision/issues Collate: 'folder-dataset.R' @@ -107,3 +109,4 @@ Collate: 'transforms-tensor.R' 'utils.R' 'vision_utils.R' +VignetteBuilder: knitr diff --git a/vignettes/examples/assets/dog1.jpg b/vignettes/examples/assets/dog1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df29f9d97043337d85ec53729364db818e7f923c GIT binary patch literal 97422 zcmeFZbzEEB@;4gXDNvwzk>DN(?i2~`P75TsCpZ$yE}!pxJ%LE#jQY#wuMq| z=ws);zjNMu-}~=9E7_ktd#&%xnwd3wZAsSL&fl&9h*T6IiU1T86o4}F1GrrmtXJ@{ zw*dek5Dow~006)Okf5LeP>|H!Mumd$dvArLssE%MkTlz$7*r(9kAeyyKE=F$1?tUNtwO4|uYte&v`1yE1AS5Rrh+m8kEXL1A&(AL=z%Rxx zj6|d4{-X<${Z2!aKcwD?LiraO6{!`mAbNBdJdOyn`Df8D8$MBXj|P3W`d~5EWfLeFH-yV-qOM+Q!z--T~p^>E-R?>lgeoB=l8S zctk>CQgTXaT6#u)L19sGNoiSmeM4hYb4zR6o9>?8zW#y1q2a0Nnc2CI^9zgX8=G6( zJG*=P2Pdaz=NFgXzW=zov+K^zzsetm{V#SABke*(M@K`)y0Z%f)f>5?5u;-;@MDt5 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rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{Visualization_utilities} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" + +) +``` + +This vignette illustrates some of the utilities that torchvision offers for visualizing +images, bounding boxes, segmentation masks and keypoints. + +```{r setup} +library(torchvision) +library(torch) +library(magrittr) +``` + +## Visualizing a grid of images + +In order to visualize a grid of images, we need a "image batch" i.e. a 4-D tensor of shape +$(B \times C \times H \times W)$, where B is the batch - 2 for a 2-images grid -, +C is the image channels - 3 for the RGB color images -, H ad W the image pixel dimension. + +The image batch is composed here using the `torch_stack()` command on a vector of tensors. + +Then `tensor_image_browse()` will display the image in your usual image viewer. + +```{r} +#| label: "image grid" +#| eval: false +dog1_tensor <- base_loader("examples/assets/dog1.jpg") %>% transform_to_tensor() +dog2_tensor <- base_loader("examples/assets/dog2.jpg") %>% transform_to_tensor() + +grid <- vision_make_grid(torch_stack(c(dog1_tensor, dog2_tensor))) + +tensor_image_browse(grid) +``` +```{r, fig.alt = "An horizontal image grid made of two dog images"} +knitr::include_graphics("examples/assets/file84fb43ce0fa5.png") +``` + +## Visualizing bounding boxes + +We can use `draw_bounding_box()` to draw boxes on an image. We can set the colors, labels, width +as well as font and font size. The boxes are in $(x_{min}, y_{min}, x_{max}, y_{max})$ format. + + + + +```{r} +boxes <- matrix(c(50, 50, 100, 200, 210, 150, 350, 430), ncol = 4, byrow = TRUE) +boxes_tensor <- torch_tensor(boxes, dtype=torch_float()) +colors <- c("blue", "yellow") + +result <- draw_bounding_boxes(dog1_tensor, boxes_tensor, colors=colors, width=5) +tensor_image_browse(result) +``` + From ccee44ea231d30f92a78d91408f0e0c35242ab93 Mon Sep 17 00:00:00 2001 From: Christophe REGOUBY Date: Thu, 18 Sep 2025 18:08:24 +0200 Subject: [PATCH 02/25] =?UTF-8?q?fix=20draw=5Fbounding=5Fbox=20not=20using?= =?UTF-8?q?=20width=20add=20`draw=5Fbounding=5Fbox`=20=C2=A7?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- R/vision_utils.R | 8 ++++---- vignettes/visualization_utilities.Rmd | 15 +++++++++++++-- 2 files changed, 17 insertions(+), 6 deletions(-) diff --git a/R/vision_utils.R b/R/vision_utils.R index 1d2515be..116972b1 100644 --- a/R/vision_utils.R +++ b/R/vision_utils.R @@ -170,18 +170,18 @@ draw_bounding_boxes.torch_tensor <- function(x, x <- x$tile(c(4, 2, 2)) } - img_bb <- boxes$to(torch::torch_int64()) %>% as.array + img_bb <- boxes$to(torch::torch_int64()) %>% as.array() draw <- png::writePNG(img_to_draw) %>% magick::image_read() %>% magick::image_draw() - graphics::rect(img_bb[, 1], img_bb[, 2], img_bb[, 3], img_bb[, 4], col = fill_col, border = colors) + graphics::rect(img_bb[, 1], img_bb[, 2], img_bb[, 3], img_bb[, 4], col = fill_col, border = colors, lwd = width) if (!is.null(labels)) { graphics::text( - img_bb[, 1] + width, - img_bb[, 2] + width, + img_bb[, 1] + 2 * width + font_size, + img_bb[, 2] + 2 * width, labels = labels, col = colors, vfont = font, diff --git a/vignettes/visualization_utilities.Rmd b/vignettes/visualization_utilities.Rmd index 46d48e48..31c2b486 100644 --- a/vignettes/visualization_utilities.Rmd +++ b/vignettes/visualization_utilities.Rmd @@ -57,11 +57,22 @@ as well as font and font size. The boxes are in $(x_{min}, y_{min}, x_{max}, y_{ ```{r} +#| label: "draw_bounding_boxes" +#| eval: false + boxes <- matrix(c(50, 50, 100, 200, 210, 150, 350, 430), ncol = 4, byrow = TRUE) boxes_tensor <- torch_tensor(boxes, dtype=torch_float()) + +# which is equivalent to the pure torch method using $view +boxes_tensor <- torch_tensor(c(50, 50, 100, 200, 210, 150, 350, 430), dtype=torch_float())$view(c(-1,4)) + colors <- c("blue", "yellow") -result <- draw_bounding_boxes(dog1_tensor, boxes_tensor, colors=colors, width=5) +labels <- c("random", "dog") + +result <- draw_bounding_boxes(dog1_tensor, boxes_tensor, colors=colors, labels = labels, width=5, font_size = 18) tensor_image_browse(result) ``` - +```{r, fig.alt = "An sitting dog with two bounding boxes, one blue in the top left corner, one yellow over the dog forefront with a label `dog`"} +knitr::include_graphics("examples/assets/filec2f777fd4b1a.png") +``` From 273acf554a11c97971f3c273c8060ce15b78cc87 Mon Sep 17 00:00:00 2001 From: Christophe REGOUBY Date: Thu, 18 Sep 2025 18:18:46 +0200 Subject: [PATCH 03/25] waiting for #204 --- vignettes/visualization_utilities.Rmd | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/vignettes/visualization_utilities.Rmd b/vignettes/visualization_utilities.Rmd index 31c2b486..4a2a14b6 100644 --- a/vignettes/visualization_utilities.Rmd +++ b/vignettes/visualization_utilities.Rmd @@ -68,7 +68,7 @@ boxes_tensor <- torch_tensor(c(50, 50, 100, 200, 210, 150, 350, 430), dtype=torc colors <- c("blue", "yellow") -labels <- c("random", "dog") +labels <- c("tree", "dog") result <- draw_bounding_boxes(dog1_tensor, boxes_tensor, colors=colors, labels = labels, width=5, font_size = 18) tensor_image_browse(result) @@ -76,3 +76,4 @@ tensor_image_browse(result) ```{r, fig.alt = "An sitting dog with two bounding boxes, one blue in the top left corner, one yellow over the dog forefront with a label `dog`"} knitr::include_graphics("examples/assets/filec2f777fd4b1a.png") ``` +Naturally, we can also plot bounding boxes produced by torchvision detection models. Here is a demo with a Faster R-CNN model loaded from \code{fasterrcnn_resnet50_fpn()} model. For more details on the output of such models, you may refer to Instance segmentation models. From 844f6ac773420f93a140ad950cc82d924d1573cd Mon Sep 17 00:00:00 2001 From: "C. 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zuqVT}?xGNowJDQZinr!UvTI>P(%{I+qUwu}mX2IAQtg!0!+<&|qvmJPj^d5^81QDK zssh64=1hiUF9c;=EY2!%X8aHzVZhM$(F+1&ErhXVyGJ27g>@ZOyB8)_meE6OKiDPE zV?)=+oBIn*8eGku2F1b{%e}%f&*;g5ruzKGc{vN~;3$nV+2*B zsk0=RhYC`^Pz&Prt8h!{bnY&ipOG;0-;b`>^p`y;Dz>c;qX`rmc@?QqUOMviS_55~ zb8@swXe0@4FRZ zn2*wiIhH3RG)~bv+fV!#HFQ-#O=R7{$%i!C!6=r%l1(p!S+u zAeG#w&u=dxZ#)24uMu3qnM@`dxW^BW8Y=LLjrBm4%u9SFJNiD&A0)txqXSq3(wm;) zuJ_)JT9hRloyBwA(&co6&~IW^_RFb@gZGkj{7vKfe*yS+YAo4a{joJ*W^*K<0Zzs| z+k2Yw4gnBf_tu#KvG`p7;f8_vC&alS$o?LljFV24U-27k=1ZS4Dv&5hm3jHcZ6+@6 zk^j$oK|)EyIQC7<%k)bYw|<28T(WGOwn;+(#0KeOZN^DZ^wid)RNG!S<7a3Eg%)uZ zxYf$h&o0hS@}XX0iDXpm2{-k6yK_-E=%5P z`up>(Xi*h}H(&QgEZU`+Pl0Wya89FHnO?)un(YFRlOpj~N|MKh>+vtiqS*7PS z(s|bBm=y#pUhr&_!HN@EL?*v(TS@&f_*VGI(Tz9Jx8+DpM3YZf4pc=&Md7EfD%>rVm11u9$K}Rli(plZ}at`L`mZF){esgJhnYP&~lhY)_i4tIwnE zY5x(-q-8BdpB^4ic(FI^6~Q6R>^5U!)3OZl+3@j^x%9;^Q5SC{6h<<_T9I-eP{ttzi?{xSv8MO#RiP`7!&;B#UD6v(&i?x=4Fq?DfRBfH**p)iY6ZL1YKn_DBqO2yS_oM@kQwVEo?|ghVHl@d2$eH{>vW2$yw%K zN}Oe+!CD)sj#MS$YLx4O2UuRiGfSA7tE_^}ma)*Hhg z^Dp{rBu4G@c!6?se81rzX_C_Bx{T!)%7oCziN#3u-*Zj~nLX_SGU~%v9+T>Y+Ias^ z!)E!Bq6NGX?JZ+~@y7JCtiP_WEm(9M$)HL3I2lX89po)XIwP#jz-~f7eETW)b7i#A z3m+De#-1|=N9$*rcj_ac5=Ig_d1?rSY4$%unh$o@=aR1AHw-9A<-}cuRHyuFpdCWM=*i`@jUvbgT{6PQX~^%9}L8!9-p)Wo4bVW*6oy>CM*s` zCUi5Nsu?o_(z3qiOFR1k0Du&Il$OQ*&xV355LmH6$WoTH2H+Z{=xR*%lwQETkYEOJ zW&)7eqDfaT!+Z_hE@9vpT`@4*D6nLcqnXAo*}pz-X^@P%@v!&p9R`MUzHw*qzGRjs zFOt1(I{vlD)sXy^p0my9zC1YWGdNjPukr4P`sC5XSIsohbUc`V=eosH;=6AY8ryxQ ZA$zekzOzAkj{d0t`Z~s_dTqzJ{{yF3`_KRY literal 0 HcmV?d00001 diff --git a/vignettes/examples/image_segmentation.Rmd b/vignettes/examples/image_segmentation.Rmd new file mode 100644 index 00000000..afd2d8ac --- /dev/null +++ b/vignettes/examples/image_segmentation.Rmd @@ -0,0 +1,14 @@ +--- +title: "Image Segmentation with fcn_resnet50" +--- + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +```{r setup} +library(torchvision) +``` diff --git a/vignettes/visualization_utilities.Rmd b/vignettes/visualization_utilities.Rmd index 4a2a14b6..3b1068f7 100644 --- a/vignettes/visualization_utilities.Rmd +++ b/vignettes/visualization_utilities.Rmd @@ -51,7 +51,7 @@ knitr::include_graphics("examples/assets/file84fb43ce0fa5.png") ## Visualizing bounding boxes We can use `draw_bounding_box()` to draw boxes on an image. We can set the colors, labels, width -as well as font and font size. The boxes are in $(x_{min}, y_{min}, x_{max}, y_{max})$ format. +as well as font and font size. The boxes shall be tensors of shape N, 4, each in $(x_{min}, y_{min}, x_{max}, y_{max})$ format. @@ -73,7 +73,33 @@ labels <- c("tree", "dog") result <- draw_bounding_boxes(dog1_tensor, boxes_tensor, colors=colors, labels = labels, width=5, font_size = 18) tensor_image_browse(result) ``` + ```{r, fig.alt = "An sitting dog with two bounding boxes, one blue in the top left corner, one yellow over the dog forefront with a label `dog`"} -knitr::include_graphics("examples/assets/filec2f777fd4b1a.png") +knitr::include_graphics("examples/assets/dog_with_two_bbox.png") +``` +Naturally, we can also plot bounding boxes produced by torchvision detection models. Here is a demo with a Faster R-CNN model loaded from \code{fasterrcnn_resnet50_fpn()} model. For more details on the output of such models, you may refer to [Instance segmentation models](https://torchvision.mlverse.org/reference/#object-detection-models). + +```{r} +#| label: "perform object detection" +#| eval: false + +norm_mean <- c(0.485, 0.456, 0.406) # ImageNet normalization constants +norm_std <- c(0.229, 0.224, 0.225) + + +# two images compose a batch of dimension (2, 3, H, W) +batch <- torch_stack(c(dog1_tensor, dog2_tensor), dim = 1) %>% + transform_resize(c(520, 520)) %>% + transform_normalize(norm_mean, norm_std) + +model <- model_fasterrcnn_resnet50_fpn( + pretrained = TRUE) + +model$eval() + +outputs <- model(batch) +print(outputs) + + ``` -Naturally, we can also plot bounding boxes produced by torchvision detection models. Here is a demo with a Faster R-CNN model loaded from \code{fasterrcnn_resnet50_fpn()} model. For more details on the output of such models, you may refer to Instance segmentation models. + From ead2907e84b05c7fe4ae28ef133c2b47250008b7 Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Sat, 11 Oct 2025 17:45:03 +0200 Subject: [PATCH 05/25] fix translation typo --- R/vision_utils.R | 3 ++- inst/po/fr/LC_MESSAGES/R-torchvision.mo | Bin 20140 -> 20142 bytes po/R-fr.po | 4 ++-- 3 files changed, 4 insertions(+), 3 deletions(-) diff --git a/R/vision_utils.R b/R/vision_utils.R index 116972b1..01527228 100644 --- a/R/vision_utils.R +++ b/R/vision_utils.R @@ -176,7 +176,8 @@ draw_bounding_boxes.torch_tensor <- function(x, magick::image_read() %>% magick::image_draw() - graphics::rect(img_bb[, 1], img_bb[, 2], img_bb[, 3], img_bb[, 4], col = fill_col, border = colors, lwd = width) + graphics::rect(img_bb[, 1], img_bb[, 2], img_bb[, 3], img_bb[, 4], + col = fill_col, border = colors, lwd = width) if (!is.null(labels)) { graphics::text( diff --git a/inst/po/fr/LC_MESSAGES/R-torchvision.mo b/inst/po/fr/LC_MESSAGES/R-torchvision.mo index e5bccb1d80815dea5de56047b99b026896a233df..1c6df1f3939cc4bc9957e8a2a4b4d8748433ea4e 100644 GIT binary patch delta 742 zcmXZaOGwmF6vy%36ob)2L<_O3uHmRbhBHl$X^+X$ChZ{!h6bTdgGDjM%s?;euLRQ~ zH$ftTvkZ+MB-6q$q@A=7igNGDAZQb9jlPEo{`^1pfA0St?mg$e&iUTveDAjVy_1sq zB2ouV<5m2D=dry>YQg6i#xEE{{}HJYFQCoe#Cn|h?+Tvddt-B9z6%%l9>+TvW08lS zS|H0HdQ|GgCA5WA$D~0_;u-vk{aA5aBDe0N{r4U%?mHnl9K`+j7z6kQ?f-AshTEbN zsnm^}QO}~DL=Jr>unRX)j*D20jhMkYe1*2~J08Z;Rw;xrhho1ix?xZf%!(a369w-9x&g4_J-A z@d}nxzA{W>13p39z&uu=x5~hJxq-%7srKRl?8P`{F@Qg@3ro%xN<4rTe~NZD=5PYn z(C*R*uUoi;moeNay})sNgdzHum3C^50bNiN$G1|=qg|55{L7+0ZcDJCJ{WYtNOSm5 ueztD8xaO|AmT*I<8)=uwxJx~)EZ z1Q866f}*tIf6BsJJ1GcWI&?Fz@52T!@8_ABcjldWp7}HvTAmB7G(phXl8}G$(od54nY@r>h&Wzu~FSI9d6cbDeaI*#` z2x_lMow$WI@%(k^DfVF#e#dSssFhe-FVVhRMe9F8huxg!628R}TtfSP2XA3^oy1aV zN6x4Zbpbyo_)141p13L9$6}1)5SHO0+Qc7t6;Ibo5lkSDUh%SZHn0>Au?sIYNN;cq zi|{Yncwu8EGYtU&S&?Ze|BSYglWcbe!&reEXbT)*KAuWQ578lq(\n" "Language-Team: \n" "Language: fr\n" @@ -657,7 +657,7 @@ msgstr "Il faut passer des `x` individuels, et non en batch." #: vision_utils.R:128 vision_utils.R:325 vision_utils.R:441 vision_utils.R:503 #: vision_utils.R:533 msgid "Only grayscale and RGB images are supported" -msgstr "Seules les images en niveau de gris et RGB son prise en compte." +msgstr "Seules les images en niveaux de gris et RVB sont prises en charge" #: vision_utils.R:135 msgid "`x` should be of dtype `torch_uint8` or `torch_float`" From dc4f958eac244c8f18f73b813a379da04c6bd8a9 Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Sat, 11 Oct 2025 18:05:54 +0200 Subject: [PATCH 06/25] improve test --- tests/testthat/test-vision-utils.R | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/tests/testthat/test-vision-utils.R b/tests/testthat/test-vision-utils.R index 9f81c576..43f7a082 100644 --- a/tests/testthat/test-vision-utils.R +++ b/tests/testthat/test-vision-utils.R @@ -18,13 +18,15 @@ test_that("draw_bounding_boxes works", { image_uint <- (255 - (torch::torch_randint(low = 1, high = 60, size = c(3, 360, 360))))$to(torch::torch_uint8()) x <- torch::torch_randint(low = 1, high = 160, size = c(12,1)) y <- torch::torch_randint(low = 1, high = 260, size = c(12,1)) - boxes <- torch::torch_cat(c(x, y, x + runif(1, 5, 60), y + runif(1, 5, 10)), dim = 2) + w <- torch::torch_randint(low = 10, high = 100, size = c(12,1)) + h <- torch::torch_randint(low = 30, high = 60, size = c(12,1)) + boxes <- torch::torch_cat(c(x, y, x + w, y + h), dim = 2) expect_error(bboxed_image <- draw_bounding_boxes(image_uint$to(dtype = torch::torch_int32()), boxes), class = "type_error", regexp = "torch_uint8") - expect_no_error(bboxed_image <- draw_bounding_boxes(image_float, boxes, labels = "dog")) - expect_no_error(bboxed_image <- draw_bounding_boxes(image_uint, boxes, labels = "dog")) + expect_no_error(bboxed_image <- draw_bounding_boxes(image_float, boxes, labels = "dog", width = 5)) + expect_no_error(bboxed_image <- draw_bounding_boxes(image_uint, boxes, labels = "Leptailurus serval constantina", width = 1)) expect_tensor_dtype(bboxed_image, torch::torch_uint8()) expect_tensor_shape(bboxed_image, c(3, 360, 360)) From c1f47a3e1637bd976c7931e074a4a76660e81363 Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Sun, 1 Feb 2026 17:20:54 +0100 Subject: [PATCH 07/25] add coco Class Labels resolution --- R/dataset-coco.R | 27 ++++++++++++++++++++++++++- R/imagenet.R | 2 ++ _pkgdown.yml | 6 ++++++ vignettes/visualization_utilities.Rmd | 6 +++--- 4 files changed, 37 insertions(+), 4 deletions(-) diff --git a/R/dataset-coco.R b/R/dataset-coco.R index fccf25af..c39ac594 100644 --- a/R/dataset-coco.R +++ b/R/dataset-coco.R @@ -70,7 +70,7 @@ coco_detection_dataset <- torch::dataset( rep("http://images.cocodataset.org/annotations/annotations_trainval2017.zip", time = 2), "http://images.cocodataset.org/zips/train2014.zip", "http://images.cocodataset.org/zips/val2014.zip", rep("http://images.cocodataset.org/annotations/annotations_trainval2014.zip", time = 2)), - size = c("800 MB", "800 MB", rep("770 MB", time = 2), "6.33 GB", "6.33 GB", rep("242 MB", time = 2)), + size = c("18.4 GB", "800 MB", rep("770 MB", time = 2), "6.33 GB", "6.33 GB", rep("242 MB", time = 2)), md5 = c(c("cced6f7f71b7629ddf16f17bbcfab6b2", "442b8da7639aecaf257c1dceb8ba8c80"), rep("f4bbac642086de4f52a3fdda2de5fa2c", time = 2), c("0da8cfa0e090c266b78f30e2d2874f1a", "a3d79f5ed8d289b7a7554ce06a5782b3"), @@ -329,3 +329,28 @@ coco_caption_dataset <- torch::dataset( list(x = x, y = y) } ) + +#' COCO Class Labels +#' +#' Utilities for resolving COCO 80 class identifiers to their corresponding +#' human readable labels. The labels are retrieved from the same source used by +#' PyTorch's reference implementation. +#' +#' @return A character vector with the COCO class names +#' @family class_resolution +#' @export +coco_classes <- function() { + url <- "https://github.com/ultralytics/ultralytics/raw/refs/heads/main/ultralytics/cfg/datasets/coco.yaml" + labels <- read.delim(url, skip = 18, sep = ":", nrows = 80, strip.white = TRUE, header = FALSE)[,2] + labels[nzchar(labels)] +} + +#' @rdname coco_classes +#' @param id Integer vector of 1-based class identifiers. +#' @return A character vector with the labels associated with `id`. +#' @family class_resolution +#' @export +coco_label <- function(id) { + classes <- coco_classes() + classes[id] +} diff --git a/R/imagenet.R b/R/imagenet.R index 05b2a5b3..a2cd79f5 100644 --- a/R/imagenet.R +++ b/R/imagenet.R @@ -6,6 +6,7 @@ #' #' @return A character vector with 1000 entries representing the ImageNet-1k #' class labels. +#' @family class_resolution #' @export imagenet_classes <- function() { url <- "https://raw.githubusercontent.com/pytorch/hub/master/imagenet_classes.txt" @@ -16,6 +17,7 @@ imagenet_classes <- function() { #' @rdname imagenet_classes #' @param id Integer vector of 1-based class identifiers. #' @return A character vector with the labels associated with `id`. +#' @family class_resolution #' @export imagenet_label <- function(id) { classes <- imagenet_classes() diff --git a/_pkgdown.yml b/_pkgdown.yml index b3621d56..d4975f65 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -95,6 +95,12 @@ reference: contents: - has_concept("segmentation_dataset") +- title: Classes resolution + descr: > + Classical Dataset classes and labels. + contents: + - has_concept("class_resolution") + - title: Displaying - subtitle: Images loading desc: Tools for Images loading diff --git a/vignettes/visualization_utilities.Rmd b/vignettes/visualization_utilities.Rmd index 3b1068f7..ff680297 100644 --- a/vignettes/visualization_utilities.Rmd +++ b/vignettes/visualization_utilities.Rmd @@ -73,10 +73,11 @@ labels <- c("tree", "dog") result <- draw_bounding_boxes(dog1_tensor, boxes_tensor, colors=colors, labels = labels, width=5, font_size = 18) tensor_image_browse(result) ``` - ```{r, fig.alt = "An sitting dog with two bounding boxes, one blue in the top left corner, one yellow over the dog forefront with a label `dog`"} knitr::include_graphics("examples/assets/dog_with_two_bbox.png") ``` + + Naturally, we can also plot bounding boxes produced by torchvision detection models. Here is a demo with a Faster R-CNN model loaded from \code{fasterrcnn_resnet50_fpn()} model. For more details on the output of such models, you may refer to [Instance segmentation models](https://torchvision.mlverse.org/reference/#object-detection-models). ```{r} @@ -93,12 +94,11 @@ batch <- torch_stack(c(dog1_tensor, dog2_tensor), dim = 1) %>% transform_normalize(norm_mean, norm_std) model <- model_fasterrcnn_resnet50_fpn( - pretrained = TRUE) + pretrained = TRUE, score_thresh = 0.4, nms_thresh = 0.7, detections_per_img = 10) model$eval() outputs <- model(batch) -print(outputs) ``` From 0a670ba91ce05640ae25207aefd1cf0c37693bbf Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Sun, 1 Feb 2026 17:32:55 +0100 Subject: [PATCH 08/25] publish dataset reference classes. --- NAMESPACE | 4 +++ R/dataset-coco.R | 3 +-- R/models-deeplabv3.R | 17 ++++++++++++ R/models-faster_rcnn.R | 8 +++--- man/coco_classes.Rd | 33 +++++++++++++++++++++++ man/imagenet_classes.Rd | 10 +++++++ man/model_fasterrcnn.Rd | 8 +++--- man/voc_classes.Rd | 38 +++++++++++++++++++++++++++ vignettes/visualization_utilities.Rmd | 3 ++- 9 files changed, 113 insertions(+), 11 deletions(-) create mode 100644 man/coco_classes.Rd create mode 100644 man/voc_classes.Rd diff --git a/NAMESPACE b/NAMESPACE index 02e2cc15..9116da95 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -80,7 +80,9 @@ export(cifar100_dataset) export(cifar10_dataset) export(clip_boxes_to_image) export(coco_caption_dataset) +export(coco_classes) export(coco_detection_dataset) +export(coco_label) export(draw_bounding_boxes) export(draw_keypoints) export(draw_segmentation_masks) @@ -237,6 +239,8 @@ export(transform_to_tensor) export(transform_vflip) export(vggface2_dataset) export(vision_make_grid) +export(voc_classes) +export(voc_label) export(whoi_plankton_dataset) export(whoi_small_coralnet_dataset) export(whoi_small_plankton_dataset) diff --git a/R/dataset-coco.R b/R/dataset-coco.R index c39ac594..1a0812ea 100644 --- a/R/dataset-coco.R +++ b/R/dataset-coco.R @@ -333,8 +333,7 @@ coco_caption_dataset <- torch::dataset( #' COCO Class Labels #' #' Utilities for resolving COCO 80 class identifiers to their corresponding -#' human readable labels. The labels are retrieved from the same source used by -#' PyTorch's reference implementation. +#' human readable labels. The labels are retrieved from ultralytics source #' #' @return A character vector with the COCO class names #' @family class_resolution diff --git a/R/models-deeplabv3.R b/R/models-deeplabv3.R index dadfbc1d..6a394843 100644 --- a/R/models-deeplabv3.R +++ b/R/models-deeplabv3.R @@ -90,12 +90,29 @@ deeplabv3_model_urls <- list( ) ) +#' PASCAL VOC Class Labels +#' +#' Utilities for resolving PASCAL VOC class identifiers to their corresponding +#' human readable labels. The labels are retrieved from the dataset. +#' +#' @return A character vector with the PASCAL VOC class names +#' @family class_resolution +#' @export voc_classes <- c( "background", "aeroplane", "bicycle", "bird", "boat", "bottle", "bus", "car", "cat", "chair", "cow", "dining table", "dog", "horse", "motorbike", "person", "potted plant", "sheep", "sofa", "train", "tv/monitor" ) +#' @rdname voc_classes +#' @param id Integer vector of 1-based class identifiers. +#' @return A character vector with the labels associated with `id`. +#' @family class_resolution +#' @export +voc_label <- function(id) { + voc_classes[id] +} + deeplabv3_meta <- list( classes = voc_classes, class_to_idx = setNames(seq_along(voc_classes) - 1, voc_classes) diff --git a/R/models-faster_rcnn.R b/R/models-faster_rcnn.R index 5586d884..c92d94d2 100644 --- a/R/models-faster_rcnn.R +++ b/R/models-faster_rcnn.R @@ -885,7 +885,7 @@ mobilenet_v3_320_fpn_backbone <- function(pretrained = TRUE) { #' num_boxes <- as.integer(pred$boxes$size()[1]) #' keep <- seq_len(min(5, num_boxes)) #' boxes <- pred$boxes[keep, ]$view(c(-1, 4)) -#' labels <- ds$category_names[as.character(as.integer(pred$labels[keep]))] +#' labels <- coco_label(as.integer(pred$labels[keep])) #' if (num_boxes > 0) { #' boxed <- draw_bounding_boxes(image, boxes, labels = labels) #' tensor_image_browse(boxed) @@ -898,7 +898,7 @@ mobilenet_v3_320_fpn_backbone <- function(pretrained = TRUE) { #' num_boxes <- as.integer(pred$boxes$size()[1]) #' keep <- seq_len(min(5, num_boxes)) #' boxes <- pred$boxes[keep, ]$view(c(-1, 4)) -#' labels <- ds$category_names[as.character(as.integer(pred$labels[keep]))] +#' labels <- coco_label(as.integer(pred$labels[keep])) #' if (num_boxes > 0) { #' boxed <- draw_bounding_boxes(image, boxes, labels = labels) #' tensor_image_browse(boxed) @@ -911,7 +911,7 @@ mobilenet_v3_320_fpn_backbone <- function(pretrained = TRUE) { #' num_boxes <- as.integer(pred$boxes$size()[1]) #' keep <- seq_len(min(5, num_boxes)) #' boxes <- pred$boxes[keep, ]$view(c(-1, 4)) -#' labels <- ds$category_names[as.character(as.integer(pred$labels[keep]))] +#' labels <- coco_label(as.integer(pred$labels[keep])) #' if (num_boxes > 0) { #' boxed <- draw_bounding_boxes(image, boxes, labels = labels) #' tensor_image_browse(boxed) @@ -924,7 +924,7 @@ mobilenet_v3_320_fpn_backbone <- function(pretrained = TRUE) { #' num_boxes <- as.integer(pred$boxes$size()[1]) #' keep <- seq_len(min(5, num_boxes)) #' boxes <- pred$boxes[keep, ]$view(c(-1, 4)) -#' labels <- ds$category_names[as.character(as.integer(pred$labels[keep]))] +#' labels <- coco_label(as.integer(pred$labels[keep]))] #' if (num_boxes > 0) { #' boxed <- draw_bounding_boxes(image, boxes, labels = labels) #' tensor_image_browse(boxed) diff --git a/man/coco_classes.Rd b/man/coco_classes.Rd new file mode 100644 index 00000000..88fb43c4 --- /dev/null +++ b/man/coco_classes.Rd @@ -0,0 +1,33 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/dataset-coco.R +\name{coco_classes} +\alias{coco_classes} +\alias{coco_label} +\title{COCO Class Labels} +\usage{ +coco_classes() + +coco_label(id) +} +\arguments{ +\item{id}{Integer vector of 1-based class identifiers.} +} +\value{ +A character vector with the COCO class names + +A character vector with the labels associated with \code{id}. +} +\description{ +Utilities for resolving COCO 80 class identifiers to their corresponding +human readable labels. The labels are retrieved from ultralytics source +} +\seealso{ +Other class_resolution: +\code{\link{imagenet_classes}()}, +\code{\link{voc_classes}} + +Other class_resolution: +\code{\link{imagenet_classes}()}, +\code{\link{voc_classes}} +} +\concept{class_resolution} diff --git a/man/imagenet_classes.Rd b/man/imagenet_classes.Rd index f958f4b7..97aee31e 100644 --- a/man/imagenet_classes.Rd +++ b/man/imagenet_classes.Rd @@ -23,3 +23,13 @@ Utilities for resolving ImageNet-1k class identifiers to their corresponding human readable labels. The labels are retrieved from the same source used by PyTorch's reference implementation. } +\seealso{ +Other class_resolution: +\code{\link{coco_classes}()}, +\code{\link{voc_classes}} + +Other class_resolution: +\code{\link{coco_classes}()}, +\code{\link{voc_classes}} +} +\concept{class_resolution} diff --git a/man/model_fasterrcnn.Rd b/man/model_fasterrcnn.Rd index ccaa8968..2c8b1bf6 100644 --- a/man/model_fasterrcnn.Rd +++ b/man/model_fasterrcnn.Rd @@ -125,7 +125,7 @@ pred <- model(batch)$detections num_boxes <- as.integer(pred$boxes$size()[1]) keep <- seq_len(min(5, num_boxes)) boxes <- pred$boxes[keep, ]$view(c(-1, 4)) -labels <- ds$category_names[as.character(as.integer(pred$labels[keep]))] +labels <- coco_label(as.integer(pred$labels[keep])) if (num_boxes > 0) { boxed <- draw_bounding_boxes(image, boxes, labels = labels) tensor_image_browse(boxed) @@ -138,7 +138,7 @@ pred <- model(batch)$detections num_boxes <- as.integer(pred$boxes$size()[1]) keep <- seq_len(min(5, num_boxes)) boxes <- pred$boxes[keep, ]$view(c(-1, 4)) -labels <- ds$category_names[as.character(as.integer(pred$labels[keep]))] +labels <- coco_label(as.integer(pred$labels[keep])) if (num_boxes > 0) { boxed <- draw_bounding_boxes(image, boxes, labels = labels) tensor_image_browse(boxed) @@ -151,7 +151,7 @@ pred <- model(batch)$detections num_boxes <- as.integer(pred$boxes$size()[1]) keep <- seq_len(min(5, num_boxes)) boxes <- pred$boxes[keep, ]$view(c(-1, 4)) -labels <- ds$category_names[as.character(as.integer(pred$labels[keep]))] +labels <- coco_label(as.integer(pred$labels[keep])) if (num_boxes > 0) { boxed <- draw_bounding_boxes(image, boxes, labels = labels) tensor_image_browse(boxed) @@ -164,7 +164,7 @@ pred <- model(batch)$detections num_boxes <- as.integer(pred$boxes$size()[1]) keep <- seq_len(min(5, num_boxes)) boxes <- pred$boxes[keep, ]$view(c(-1, 4)) -labels <- ds$category_names[as.character(as.integer(pred$labels[keep]))] +labels <- coco_label(as.integer(pred$labels[keep]))] if (num_boxes > 0) { boxed <- draw_bounding_boxes(image, boxes, labels = labels) tensor_image_browse(boxed) diff --git a/man/voc_classes.Rd b/man/voc_classes.Rd new file mode 100644 index 00000000..f7ab0365 --- /dev/null +++ b/man/voc_classes.Rd @@ -0,0 +1,38 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/models-deeplabv3.R +\docType{data} +\name{voc_classes} +\alias{voc_classes} +\alias{voc_label} +\title{PASCAL VOC Class Labels} +\format{ +An object of class \code{character} of length 21. +} +\usage{ +voc_classes + +voc_label(id) +} +\arguments{ +\item{id}{Integer vector of 1-based class identifiers.} +} +\value{ +A character vector with the PASCAL VOC class names + +A character vector with the labels associated with \code{id}. +} +\description{ +Utilities for resolving PASCAL VOC class identifiers to their corresponding +human readable labels. The labels are retrieved from the dataset. +} +\seealso{ +Other class_resolution: +\code{\link{coco_classes}()}, +\code{\link{imagenet_classes}()} + +Other class_resolution: +\code{\link{coco_classes}()}, +\code{\link{imagenet_classes}()} +} +\concept{class_resolution} +\keyword{datasets} diff --git a/vignettes/visualization_utilities.Rmd b/vignettes/visualization_utilities.Rmd index ff680297..74afae4a 100644 --- a/vignettes/visualization_utilities.Rmd +++ b/vignettes/visualization_utilities.Rmd @@ -94,7 +94,8 @@ batch <- torch_stack(c(dog1_tensor, dog2_tensor), dim = 1) %>% transform_normalize(norm_mean, norm_std) model <- model_fasterrcnn_resnet50_fpn( - pretrained = TRUE, score_thresh = 0.4, nms_thresh = 0.7, detections_per_img = 10) + pretrained = TRUE, score_thresh = 0.3, nms_thresh = 0.7, detections_per_img = 10 +) model$eval() From 904f2df448117bac126f0d18767eee9cac19678d Mon Sep 17 00:00:00 2001 From: to94498 Date: Mon, 2 Feb 2026 14:28:28 +0100 Subject: [PATCH 09/25] fix #282 --- R/models-faster_rcnn.R | 9 +++ tests/testthat/test-models-faster_rcnn.R | 77 +++++++++++++++++++++--- 2 files changed, 79 insertions(+), 7 deletions(-) diff --git a/R/models-faster_rcnn.R b/R/models-faster_rcnn.R index c92d94d2..52b0e9a7 100644 --- a/R/models-faster_rcnn.R +++ b/R/models-faster_rcnn.R @@ -418,6 +418,9 @@ fasterrcnn_model <- function(backbone, num_classes, gather_idx <- final_labels$unsqueeze(2)$unsqueeze(3)$expand(c(-1, 1, 4)) final_boxes <- box_reg$gather(2, gather_idx)$squeeze(2) + final_boxes <- decode_boxes(props$proposals, final_boxes) + final_boxes <- clip_boxes_to_image(final_boxes, image_size) + # Filter by score threshold keep <- final_scores > self$score_thresh num_detections <- torch::torch_sum(keep)$item() @@ -604,6 +607,9 @@ fasterrcnn_model_v2 <- function(backbone, num_classes, gather_idx <- final_labels$unsqueeze(2)$unsqueeze(3)$expand(c(-1, 1, 4)) final_boxes <- box_reg$gather(2, gather_idx)$squeeze(2) + final_boxes <- decode_boxes(props$proposals, final_boxes) + final_boxes <- clip_boxes_to_image(final_boxes, image_size) + # Filter by score threshold keep <- final_scores > self$score_thresh num_detections <- torch::torch_sum(keep)$item() @@ -761,6 +767,9 @@ fasterrcnn_mobilenet_model <- function(backbone, num_classes, gather_idx <- final_labels$unsqueeze(2)$unsqueeze(3)$expand(c(-1, 1, 4)) final_boxes <- box_reg$gather(2, gather_idx)$squeeze(2) + final_boxes <- decode_boxes(props$proposals, final_boxes) + final_boxes <- clip_boxes_to_image(final_boxes, image_size) + # Filter by score threshold keep <- final_scores > self$score_thresh if (torch::torch_sum(keep)$item() > 0) { diff --git a/tests/testthat/test-models-faster_rcnn.R b/tests/testthat/test-models-faster_rcnn.R index 31a8d1ed..24490b9a 100644 --- a/tests/testthat/test-models-faster_rcnn.R +++ b/tests/testthat/test-models-faster_rcnn.R @@ -81,7 +81,7 @@ test_that("tests for non-pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn" skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") - model <- model_fasterrcnn_mobilenet_v3_large_320_fpn() + model <- model_fasterrcnn_mobilenet_v3_large_320_fpn(score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) input <- base_loader("assets/class/cat/cat.3.jpg") %>% transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) model$eval() @@ -93,8 +93,7 @@ test_that("tests for non-pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn" expect_tensor(out$detections$scores) expect_equal(out$detections$boxes$shape[2], 4L) - - model <- model_fasterrcnn_resnet50_fpn_v2(num_classes = 10) + model <- model_fasterrcnn_mobilenet_v3_large_320_fpn(num_classes = 10) out <- model(input) expect_named(out, c("features","detections")) expect_named(out$detections, c("boxes","labels", "scores")) @@ -108,7 +107,7 @@ test_that("tests for pretrained model_fasterrcnn_resnet50_fpn", { skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") - model <- model_fasterrcnn_resnet50_fpn(pretrained = TRUE) + model <- model_fasterrcnn_resnet50_fpn(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 10) input <- base_loader("assets/class/cat/cat.4.jpg") %>% transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) out <- model(input) @@ -118,13 +117,29 @@ test_that("tests for pretrained model_fasterrcnn_resnet50_fpn", { expect_tensor(out$detections$labels) expect_tensor(out$detections$scores) expect_equal(out$detections$boxes$shape[2], 4L) + if (out$detections$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections$boxes) + + # bbox must be positive and within (180x180) + expect_true(all(boxes >= 0)) + expect_true(all(boxes[, c(1, 3)] <= img_size[2])) + expect_true(all(boxes[, c(2, 4)] <= img_size[1])) + + # bbox must be coherent: x2 > x1 et y2 > y1 + expect_true(all(boxes[, 3] >= boxes[, 1])) + expect_true(all(boxes[, 4] >= boxes[, 2])) + + # scores must be within [0, 1] + scores <- as.numeric(out$detections$scores) + expect_true(all(scores >= 0 && scores <= 1)) + } }) test_that("tests for pretrained model_fasterrcnn_resnet50_fpn_v2", { skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") - model <- model_fasterrcnn_resnet50_fpn_v2(pretrained = TRUE) + model <- model_fasterrcnn_resnet50_fpn_v2(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 10) input <- base_loader("assets/class/cat/cat.5.jpg") %>% transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) out <- model(input) @@ -134,13 +149,29 @@ test_that("tests for pretrained model_fasterrcnn_resnet50_fpn_v2", { expect_tensor(out$detections$labels) expect_tensor(out$detections$scores) expect_equal(out$detections$boxes$shape[2], 4L) + if (out$detections$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections$boxes) + + # bbox must be positive and within (180x180) + expect_true(all(boxes >= 0)) + expect_true(all(boxes[, c(1, 3)] <= img_size[2])) + expect_true(all(boxes[, c(2, 4)] <= img_size[1])) + + # bbox must be coherent: x2 > x1 et y2 > y1 + expect_true(all(boxes[, 3] >= boxes[, 1])) + expect_true(all(boxes[, 4] >= boxes[, 2])) + + # scores must be within [0, 1] + scores <- as.numeric(out$detections$scores) + expect_true(all(scores >= 0 && scores <= 1)) + } }) test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_fpn", { skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") - model <- model_fasterrcnn_mobilenet_v3_large_fpn(pretrained = TRUE) + model <- model_fasterrcnn_mobilenet_v3_large_fpn(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 10) input <- base_loader("assets/class/dog/dog.0.jpg") %>% transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) out <- model(input) @@ -150,13 +181,29 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_fpn", { expect_tensor(out$detections$labels) expect_tensor(out$detections$scores) expect_equal(out$detections$boxes$shape[2], 4L) + if (out$detections$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections$boxes) + + # bbox must be positive and within (180x180) + expect_true(all(boxes >= 0)) + expect_true(all(boxes[, c(1, 3)] <= img_size[2])) + expect_true(all(boxes[, c(2, 4)] <= img_size[1])) + + # bbox must be coherent: x2 > x1 et y2 > y1 + expect_true(all(boxes[, 3] >= boxes[, 1])) + expect_true(all(boxes[, 4] >= boxes[, 2])) + + # scores must be within [0, 1] + scores <- as.numeric(out$detections$scores) + expect_true(all(scores >= 0 && scores <= 1)) + } }) test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn", { skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") - model <- model_fasterrcnn_mobilenet_v3_large_320_fpn(pretrained = TRUE) + model <- model_fasterrcnn_mobilenet_v3_large_320_fpn(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 10) input <- base_loader("assets/class/dog/dog.1.jpg") %>% transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) out <- model(input) @@ -166,5 +213,21 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn", { expect_tensor(out$detections$labels) expect_tensor(out$detections$scores) expect_equal(out$detections$boxes$shape[2], 4L) + if (out$detections$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections$boxes) + + # bbox must be positive and within (180x180) + expect_true(all(boxes >= 0)) + expect_true(all(boxes[, c(1, 3)] <= img_size[2])) + expect_true(all(boxes[, c(2, 4)] <= img_size[1])) + + # bbox must be coherent: x2 > x1 et y2 > y1 + expect_true(all(boxes[, 3] >= boxes[, 1])) + expect_true(all(boxes[, 4] >= boxes[, 2])) + + # scores must be within [0, 1] + scores <- as.numeric(out$detections$scores) + expect_true(all(scores >= 0 && scores <= 1)) + } }) From 154d3520e84d86e046290e673d1a39fc8c71e5db Mon Sep 17 00:00:00 2001 From: to94498 Date: Mon, 2 Feb 2026 16:34:59 +0100 Subject: [PATCH 10/25] fix #283 --- R/models-faster_rcnn.R | 423 +++++++++++++---------- tests/testthat/test-models-faster_rcnn.R | 163 ++++----- 2 files changed, 324 insertions(+), 262 deletions(-) diff --git a/R/models-faster_rcnn.R b/R/models-faster_rcnn.R index 52b0e9a7..f6f0d194 100644 --- a/R/models-faster_rcnn.R +++ b/R/models-faster_rcnn.R @@ -129,15 +129,15 @@ decode_boxes <- function(anchors, deltas) { torch::torch_stack(list(x1, y1, x2, y2), dim = 2) } -generate_proposals <- function(features, rpn_out, image_size, strides, +generate_proposals <- function(features, rpn_out, image_size, strides, batch_idx, score_thresh = 0.05, nms_thresh = 0.7) { device <- rpn_out$objectness[[1]]$device all_proposals <- torch::torch_empty(0L, 4L, device = device) all_scores <- torch::torch_empty(0L, device = device) for (i in seq_along(features)) { - objectness <- rpn_out$objectness[[i]][1, , , ] - deltas <- rpn_out$bbox_deltas[[i]][1, , , ] + objectness <- rpn_out$objectness[[i]][batch_idx, , , ] + deltas <- rpn_out$bbox_deltas[[i]][batch_idx, , , ] c(a, h, w) %<-% objectness$shape @@ -169,7 +169,7 @@ generate_proposals <- function(features, rpn_out, image_size, strides, list(proposals = proposals) } -roi_align_stub <- function(feature_map, proposals, output_size = c(7L, 7L)) { +roi_align_stub <- function(feature_map, proposals, batch_idx, output_size = c(7L, 7L)) { h <- as.integer(feature_map$shape[[3]]) w <- as.integer(feature_map$shape[[4]]) @@ -182,7 +182,7 @@ roi_align_stub <- function(feature_map, proposals, output_size = c(7L, 7L)) { x2 <- max(x1 + 1, min(as.numeric(proposals[i, 3]), w)) y2 <- max(y1 + 1, min(as.numeric(proposals[i, 4]), h)) - region <- feature_map[1, , y1:y2, x1:x2] + region <- feature_map[batch_idx, , y1:y2, x1:x2] pooled_feat <- torch::nnf_interpolate( region$unsqueeze(1), size = output_size, @@ -196,6 +196,55 @@ roi_align_stub <- function(feature_map, proposals, output_size = c(7L, 7L)) { torch::torch_stack(pooled) } +roi_align <- function(feature_map, proposals, batch_idx, output_size = c(7L, 7L)) { + # A vectorized version of roi_align_stub for feature_map: [B, C, H, W] and proposals: [N, 4] (x1, y1, x2, y2) + + num_rois <- proposals$size(1) + if (num_rois == 0) { + return(torch_empty(c(0, feature_map$size(2), output_size[1], output_size[2]), device = feature_map$device)) + } + + channels <- feature_map$size(2) + h_feat <- feature_map$size(3) + w_feat <- feature_map$size(4) + + # Normalize coordinnates to match grid_sample [-1 et 1] + x1 <- (proposals[, 1] / (w_feat - 1) * 2) - 1 + y1 <- (proposals[, 2] / (h_feat - 1) * 2) - 1 + x2 <- (proposals[, 3] / (w_feat - 1) * 2) - 1 + y2 <- (proposals[, 4] / (h_feat - 1) * 2) - 1 + + # Create a grid of output_size + grid_y <- torch_linspace(0, 1, output_size[1], device = feature_map$device) + grid_x <- torch_linspace(0, 1, output_size[2], device = feature_map$device) + + # Meshgrid to get relative coordiantes in [7, 7] + grids <- torch_meshgrid(list(grid_y, grid_x), indexing = "ij") + rel_y <- grids[[1]] + rel_x <- grids[[2]] + + # Linear interpolation for each ROI [N, 7, 7] + # x <- x1 + rel_x * (x2 - x1) + sampling_x <- x1$view(c(-1, 1, 1)) + rel_x$view(c(1, output_size[1], output_size[2])) * (x2 - x1)$view(c(-1, 1, 1)) + sampling_y <- y1$view(c(-1, 1, 1)) + rel_y$view(c(1, output_size[1], output_size[2])) * (y2 - y1)$view(c(-1, 1, 1)) + + # Concat to get a grid of [N, 7, 7, 2] + grid <- torch_stack(list(sampling_x, sampling_y), dim = -1) + + # bilinear sampling + input_selected <- feature_map[batch_idx, , , ]$unsqueeze(1)$expand(c(num_rois, channels, h_feat, w_feat)) + + pooled_features <- nnf_grid_sample( + input_selected, + grid, + mode = "bilinear", + padding_mode = "border", + align_corners = FALSE + ) + + # Return [N, C, 7, 7] + pooled_features +} roi_heads_module <- function(num_classes = 91) { torch::nn_module( @@ -226,9 +275,9 @@ roi_heads_module <- function(num_classes = 91) { } )() }, - forward = function(features, proposals) { + forward = function(features, proposals, batch_idx) { feature_maps <- features[c("p2", "p3", "p4", "p5")] - pooled <- roi_align_stub(feature_maps[[1]], proposals) + pooled <- roi_align_stub(feature_maps[[1]], proposals, batch_idx) x <- self$box_head(pooled) self$box_predictor(x) } @@ -273,8 +322,8 @@ roi_heads_module_v2 <- function(num_classes = 91) { } )() }, - forward = function(features, proposals) { - pooled <- roi_align_stub(features[[1]], proposals) + forward = function(features, proposals, batch_idx) { + pooled <- roi_align_stub(features[[1]], proposals, batch_idx) x <- self$box_head(pooled) self$box_predictor(x) } @@ -393,74 +442,76 @@ fasterrcnn_model <- function(backbone, num_classes, features <- self$backbone(images) rpn_out <- self$rpn(features) - image_size <- as.integer(images$shape[3:4]) - props <- generate_proposals(features, rpn_out, image_size, c(4, 8, 16, 32), - score_thresh = self$score_thresh, - nms_thresh = self$nms_thresh) - - if (props$proposals$shape[1] == 0) { - empty <- list( - boxes = torch::torch_empty(c(0, 4)), - labels = torch::torch_empty(c(0), dtype = torch::torch_long()), - scores = torch::torch_empty(c(0)) - ) - return(list(features = features, detections = empty)) - } - - detections <- self$roi_heads(features, props$proposals) + batch_size <- images$shape[1] + image_size <- images$shape[3:4] + final_results <- list() - scores <- torch::nnf_softmax(detections$scores, dim = 2) - max_scores <- torch::torch_max(scores, dim = 2) - final_scores <- max_scores[[1]] - final_labels <- max_scores[[2]] + for (b in seq_len(batch_size)) { + props <- generate_proposals(features, rpn_out, image_size, c(4, 8, 16, 32), + batch_idx = b, score_thresh = self$score_thresh, + nms_thresh = self$nms_thresh) - box_reg <- detections$boxes$view(c(-1, num_classes, 4)) - gather_idx <- final_labels$unsqueeze(2)$unsqueeze(3)$expand(c(-1, 1, 4)) - final_boxes <- box_reg$gather(2, gather_idx)$squeeze(2) - - final_boxes <- decode_boxes(props$proposals, final_boxes) - final_boxes <- clip_boxes_to_image(final_boxes, image_size) - - # Filter by score threshold - keep <- final_scores > self$score_thresh - num_detections <- torch::torch_sum(keep)$item() - - if (num_detections > 0) { - final_boxes <- final_boxes[keep, ] - final_labels <- final_labels[keep] - final_scores <- final_scores[keep] - - # Apply NMS to remove overlapping detections - if (final_boxes$shape[1] > 1) { - nms_keep <- nms(final_boxes, final_scores, self$nms_thresh) - final_boxes <- final_boxes[nms_keep, ] - final_labels <- final_labels[nms_keep] - final_scores <- final_scores[nms_keep] + if (props$proposals$shape[1] == 0) { + empty <- list( + boxes = torch::torch_empty(c(0, 4)), + labels = torch::torch_empty(c(0), dtype = torch::torch_long()), + scores = torch::torch_empty(c(0)) + ) + return(list(features = features, detections = empty)) } - # Limit detections per image - n_det <- final_scores$shape[1] - if (n_det > self$detections_per_img) { - top_k <- torch::torch_topk(final_scores, self$detections_per_img) - top_idx <- top_k[[2]] - final_boxes <- final_boxes[top_idx, ] - final_labels <- final_labels[top_idx] - final_scores <- final_scores[top_idx] + detections <- self$roi_heads(features, props$proposals, batch_idx = b) + + scores <- torch::nnf_softmax(detections$scores, dim = 2) + max_scores <- torch::torch_max(scores, dim = 2) + final_scores <- max_scores[[1]] + final_labels <- max_scores[[2]] + + box_reg <- detections$boxes$view(c(-1, num_classes, 4)) + gather_idx <- final_labels$unsqueeze(2)$unsqueeze(3)$expand(c(-1, 1, 4)) + final_boxes <- box_reg$gather(2, gather_idx)$squeeze(2) + + final_boxes <- decode_boxes(props$proposals, final_boxes) + final_boxes <- clip_boxes_to_image(final_boxes, image_size) + + # Filter by score threshold + keep <- final_scores > self$score_thresh + num_detections <- torch::torch_sum(keep)$item() + + if (num_detections > 0) { + final_boxes <- final_boxes[keep, ] + final_labels <- final_labels[keep] + final_scores <- final_scores[keep] + + # Apply NMS to remove overlapping detections + if (final_boxes$shape[1] > 1) { + nms_keep <- nms(final_boxes, final_scores, self$nms_thresh) + final_boxes <- final_boxes[nms_keep, ] + final_labels <- final_labels[nms_keep] + final_scores <- final_scores[nms_keep] + } + + # Limit detections per image + n_det <- final_scores$shape[1] + if (n_det > self$detections_per_img) { + top_k <- torch::torch_topk(final_scores, self$detections_per_img) + top_idx <- top_k[[2]] + final_boxes <- final_boxes[top_idx, ] + final_labels <- final_labels[top_idx] + final_scores <- final_scores[top_idx] + } + } else { + final_boxes <- torch::torch_empty(c(0, 4)) + final_labels <- torch::torch_empty(c(0), dtype = torch::torch_long()) + final_scores <- torch::torch_empty(c(0)) } - } else { - final_boxes <- torch::torch_empty(c(0, 4)) - final_labels <- torch::torch_empty(c(0), dtype = torch::torch_long()) - final_scores <- torch::torch_empty(c(0)) - } - - list( - features = features, - detections = list( + final_results[[b]] <- list( boxes = final_boxes, labels = final_labels, scores = final_scores ) - ) + } + list(features = features, detections = final_results) } ) } @@ -582,74 +633,76 @@ fasterrcnn_model_v2 <- function(backbone, num_classes, features <- self$backbone(images) rpn_out <- self$rpn(features) - image_size <- as.integer(images$shape[3:4]) - props <- generate_proposals(features, rpn_out, image_size, c(4, 8, 16, 32), - score_thresh = self$score_thresh, - nms_thresh = self$nms_thresh) - - if (props$proposals$shape[1] == 0) { - empty <- list( - boxes = torch::torch_empty(c(0, 4)), - labels = torch::torch_empty(c(0), dtype = torch::torch_long()), - scores = torch::torch_empty(c(0)) - ) - return(list(features = features, detections = empty)) - } - - detections <- self$roi_heads(features, props$proposals) - - scores <- torch::nnf_softmax(detections$scores, dim = 2) - max_scores <- torch::torch_max(scores, dim = 2) - final_scores <- max_scores[[1]] - final_labels <- max_scores[[2]] - - box_reg <- detections$boxes$view(c(-1, num_classes, 4)) - gather_idx <- final_labels$unsqueeze(2)$unsqueeze(3)$expand(c(-1, 1, 4)) - final_boxes <- box_reg$gather(2, gather_idx)$squeeze(2) + batch_size <- images$shape[1] + image_size <- images$shape[3:4] + final_results <- list() - final_boxes <- decode_boxes(props$proposals, final_boxes) - final_boxes <- clip_boxes_to_image(final_boxes, image_size) + for (b in seq_len(batch_size)) { + props <- generate_proposals(features, rpn_out, image_size, c(4, 8, 16, 32), + batch_idx = b, score_thresh = self$score_thresh, + nms_thresh = self$nms_thresh) - # Filter by score threshold - keep <- final_scores > self$score_thresh - num_detections <- torch::torch_sum(keep)$item() - - if (num_detections > 0) { - final_boxes <- final_boxes[keep, ] - final_labels <- final_labels[keep] - final_scores <- final_scores[keep] - - # Apply NMS to remove overlapping detections - if (final_boxes$shape[1] > 1) { - nms_keep <- nms(final_boxes, final_scores, self$nms_thresh) - final_boxes <- final_boxes[nms_keep, ] - final_labels <- final_labels[nms_keep] - final_scores <- final_scores[nms_keep] + if (props$proposals$shape[1] == 0) { + empty <- list( + boxes = torch::torch_empty(c(0, 4)), + labels = torch::torch_empty(c(0), dtype = torch::torch_long()), + scores = torch::torch_empty(c(0)) + ) + return(list(features = features, detections = empty)) } - # Limit detections per image - n_det <- final_scores$shape[1] - if (n_det > self$detections_per_img) { - top_k <- torch::torch_topk(final_scores, self$detections_per_img) - top_idx <- top_k[[2]] - final_boxes <- final_boxes[top_idx, ] - final_labels <- final_labels[top_idx] - final_scores <- final_scores[top_idx] + detections <- self$roi_heads(features, props$proposals, batch_idx = b) + + scores <- torch::nnf_softmax(detections$scores, dim = 2) + max_scores <- torch::torch_max(scores, dim = 2) + final_scores <- max_scores[[1]] + final_labels <- max_scores[[2]] + + box_reg <- detections$boxes$view(c(-1, num_classes, 4)) + gather_idx <- final_labels$unsqueeze(2)$unsqueeze(3)$expand(c(-1, 1, 4)) + final_boxes <- box_reg$gather(2, gather_idx)$squeeze(2) + + final_boxes <- decode_boxes(props$proposals, final_boxes) + final_boxes <- clip_boxes_to_image(final_boxes, image_size) + + # Filter by score threshold + keep <- final_scores > self$score_thresh + num_detections <- torch::torch_sum(keep)$item() + + if (num_detections > 0) { + final_boxes <- final_boxes[keep, ] + final_labels <- final_labels[keep] + final_scores <- final_scores[keep] + + # Apply NMS to remove overlapping detections + if (final_boxes$shape[1] > 1) { + nms_keep <- nms(final_boxes, final_scores, self$nms_thresh) + final_boxes <- final_boxes[nms_keep, ] + final_labels <- final_labels[nms_keep] + final_scores <- final_scores[nms_keep] + } + + # Limit detections per image + n_det <- final_scores$shape[1] + if (n_det > self$detections_per_img) { + top_k <- torch::torch_topk(final_scores, self$detections_per_img) + top_idx <- top_k[[2]] + final_boxes <- final_boxes[top_idx, ] + final_labels <- final_labels[top_idx] + final_scores <- final_scores[top_idx] + } + } else { + final_boxes <- torch::torch_empty(c(0, 4)) + final_labels <- torch::torch_empty(c(0), dtype = torch::torch_long()) + final_scores <- torch::torch_empty(c(0)) } - } else { - final_boxes <- torch::torch_empty(c(0, 4)) - final_labels <- torch::torch_empty(c(0), dtype = torch::torch_long()) - final_scores <- torch::torch_empty(c(0)) - } - - list( - features = features, - detections = list( + final_results[[b]] <- list( boxes = final_boxes, labels = final_labels, scores = final_scores ) - ) + } + list(features = features, detections = final_results) } )() } @@ -742,66 +795,74 @@ fasterrcnn_mobilenet_model <- function(backbone, num_classes, features <- self$backbone(images) rpn_out <- self$rpn(features) - image_size <- as.integer(images$shape[3:4]) - props <- generate_proposals(features, rpn_out, image_size, c(8, 16), - score_thresh = self$score_thresh, - nms_thresh = self$nms_thresh) + batch_size <- images$shape[1] + image_size <- images$shape[3:4] + final_results <- list() - if (props$proposals$shape[1] == 0) { - empty <- list( - boxes = torch::torch_empty(c(0, 4)), - labels = torch::torch_empty(c(0), dtype = torch::torch_long()), - scores = torch::torch_empty(c(0)) - ) - return(list(features = features, detections = empty)) - } + for (b in seq_len(batch_size)) { + props <- generate_proposals(features, rpn_out, image_size, c(8, 16), + batch_idx = b, score_thresh = self$score_thresh, + nms_thresh = self$nms_thresh) - detections <- self$roi_heads(features, props$proposals) - - scores <- nnf_softmax(detections$scores, dim = 2) - max_scores <- torch_max(scores, dim = 2) - final_scores <- max_scores[[1]] - final_labels <- max_scores[[2]] - - box_reg <- detections$boxes$view(c(-1, num_classes, 4)) - gather_idx <- final_labels$unsqueeze(2)$unsqueeze(3)$expand(c(-1, 1, 4)) - final_boxes <- box_reg$gather(2, gather_idx)$squeeze(2) - - final_boxes <- decode_boxes(props$proposals, final_boxes) - final_boxes <- clip_boxes_to_image(final_boxes, image_size) - - # Filter by score threshold - keep <- final_scores > self$score_thresh - if (torch::torch_sum(keep)$item() > 0) { - final_boxes <- final_boxes[keep, ] - final_labels <- final_labels[keep] - final_scores <- final_scores[keep] - - # Apply NMS to remove overlapping detections - if (final_boxes$shape[1] > 1) { - nms_keep <- nms(final_boxes, final_scores, self$nms_thresh) - final_boxes <- final_boxes[nms_keep, ] - final_labels <- final_labels[nms_keep] - final_scores <- final_scores[nms_keep] + if (props$proposals$shape[1] == 0) { + empty <- list( + boxes = torch::torch_empty(c(0, 4)), + labels = torch::torch_empty(c(0), dtype = torch::torch_long()), + scores = torch::torch_empty(c(0)) + ) + return(list(features = features, detections = empty)) } - # Limit detections per image - n_det <- final_scores$shape[1] - if (n_det > self$detections_per_img) { - top_k <- torch::torch_topk(final_scores, self$detections_per_img) - top_idx <- top_k[[2]] - final_boxes <- final_boxes[top_idx, ] - final_labels <- final_labels[top_idx] - final_scores <- final_scores[top_idx] + detections <- self$roi_heads(features, props$proposals, batch_idx = b) + + scores <- nnf_softmax(detections$scores, dim = 2) + max_scores <- torch_max(scores, dim = 2) + final_scores <- max_scores[[1]] + final_labels <- max_scores[[2]] + + box_reg <- detections$boxes$view(c(-1, num_classes, 4)) + gather_idx <- final_labels$unsqueeze(2)$unsqueeze(3)$expand(c(-1, 1, 4)) + final_boxes <- box_reg$gather(2, gather_idx)$squeeze(2) + + final_boxes <- decode_boxes(props$proposals, final_boxes) + final_boxes <- clip_boxes_to_image(final_boxes, image_size) + + # Filter by score threshold + keep <- final_scores > self$score_thresh + if (torch::torch_sum(keep)$item() > 0) { + final_boxes <- final_boxes[keep, ] + final_labels <- final_labels[keep] + final_scores <- final_scores[keep] + + # Apply NMS to remove overlapping detections + if (final_boxes$shape[1] > 1) { + nms_keep <- nms(final_boxes, final_scores, self$nms_thresh) + final_boxes <- final_boxes[nms_keep, ] + final_labels <- final_labels[nms_keep] + final_scores <- final_scores[nms_keep] + } + + # Limit detections per image + n_det <- final_scores$shape[1] + if (n_det > self$detections_per_img) { + top_k <- torch::torch_topk(final_scores, self$detections_per_img) + top_idx <- top_k[[2]] + final_boxes <- final_boxes[top_idx, ] + final_labels <- final_labels[top_idx] + final_scores <- final_scores[top_idx] + } + } else { + final_boxes <- torch::torch_empty(c(0, 4)) + final_labels <- torch::torch_empty(c(0), dtype = torch::torch_long()) + final_scores <- torch::torch_empty(c(0)) } - } else { - final_boxes <- torch::torch_empty(c(0, 4)) - final_labels <- torch::torch_empty(c(0), dtype = torch::torch_long()) - final_scores <- torch::torch_empty(c(0)) + final_results[[b]] <- list( + boxes = final_boxes, + labels = final_labels, + scores = final_scores + ) } - - final <- list(boxes = final_boxes, labels = final_labels, scores = final_scores) - list(features = features, detections = final) + list(features = features, detections = final_results) } )() } diff --git a/tests/testthat/test-models-faster_rcnn.R b/tests/testthat/test-models-faster_rcnn.R index 24490b9a..3f01c8fe 100644 --- a/tests/testthat/test-models-faster_rcnn.R +++ b/tests/testthat/test-models-faster_rcnn.R @@ -1,80 +1,81 @@ test_that("tests for non-pretrained model_fasterrcnn_resnet50_fpn", { - model <- model_fasterrcnn_resnet50_fpn() + model <- model_fasterrcnn_resnet50_fpn(score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) input <- base_loader("assets/class/cat/cat.0.jpg") %>% transform_to_tensor() %>% transform_resize(c(200,200)) %>% torch_unsqueeze(1) model$eval() out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_is(out$detections, "list") + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) - model <- model_fasterrcnn_resnet50_fpn(num_classes = 10) + model <- model_fasterrcnn_resnet50_fpn(num_classes = 10, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) test_that("tests for non-pretrained model_fasterrcnn_resnet50_fpn_v2", { skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") - model <- model_fasterrcnn_resnet50_fpn_v2() + model <- model_fasterrcnn_resnet50_fpn_v2(score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) input <- base_loader("assets/class/cat/cat.1.jpg") %>% transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) model$eval() out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) - model <- model_fasterrcnn_resnet50_fpn_v2(num_classes = 10) + model <- model_fasterrcnn_resnet50_fpn_v2(num_classes = 10, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) test_that("tests for non-pretrained model_fasterrcnn_mobilenet_v3_large_fpn", { skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") - model <- model_fasterrcnn_mobilenet_v3_large_fpn() + model <- model_fasterrcnn_mobilenet_v3_large_fpn(score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) input <- base_loader("assets/class/cat/cat.2.jpg") %>% transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) model$eval() out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) - model <- model_fasterrcnn_resnet50_fpn_v2(num_classes = 10) + model <- model_fasterrcnn_resnet50_fpn_v2(num_classes = 10, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) test_that("tests for non-pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn", { @@ -87,38 +88,38 @@ test_that("tests for non-pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn" model$eval() out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) - model <- model_fasterrcnn_mobilenet_v3_large_320_fpn(num_classes = 10) + model <- model_fasterrcnn_mobilenet_v3_large_320_fpn(num_classes = 10, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) test_that("tests for pretrained model_fasterrcnn_resnet50_fpn", { skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") - model <- model_fasterrcnn_resnet50_fpn(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 10) + model <- model_fasterrcnn_resnet50_fpn(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) input <- base_loader("assets/class/cat/cat.4.jpg") %>% transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) - if (out$detections$boxes$shape[1] > 0) { - boxes <- as.matrix(out$detections$boxes) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + if (out$detections[[1]]$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections[[1]]$boxes) # bbox must be positive and within (180x180) expect_true(all(boxes >= 0)) @@ -130,7 +131,7 @@ test_that("tests for pretrained model_fasterrcnn_resnet50_fpn", { expect_true(all(boxes[, 4] >= boxes[, 2])) # scores must be within [0, 1] - scores <- as.numeric(out$detections$scores) + scores <- as.numeric(out$detections[[1]]$scores) expect_true(all(scores >= 0 && scores <= 1)) } }) @@ -139,18 +140,18 @@ test_that("tests for pretrained model_fasterrcnn_resnet50_fpn_v2", { skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") - model <- model_fasterrcnn_resnet50_fpn_v2(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 10) + model <- model_fasterrcnn_resnet50_fpn_v2(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) input <- base_loader("assets/class/cat/cat.5.jpg") %>% transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) - if (out$detections$boxes$shape[1] > 0) { - boxes <- as.matrix(out$detections$boxes) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + if (out$detections[[1]]$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections[[1]]$boxes) # bbox must be positive and within (180x180) expect_true(all(boxes >= 0)) @@ -162,7 +163,7 @@ test_that("tests for pretrained model_fasterrcnn_resnet50_fpn_v2", { expect_true(all(boxes[, 4] >= boxes[, 2])) # scores must be within [0, 1] - scores <- as.numeric(out$detections$scores) + scores <- as.numeric(out$detections[[1]]$scores) expect_true(all(scores >= 0 && scores <= 1)) } }) @@ -176,13 +177,13 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_fpn", { transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) - if (out$detections$boxes$shape[1] > 0) { - boxes <- as.matrix(out$detections$boxes) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + if (out$detections[[1]]$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections[[1]]$boxes) # bbox must be positive and within (180x180) expect_true(all(boxes >= 0)) @@ -194,7 +195,7 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_fpn", { expect_true(all(boxes[, 4] >= boxes[, 2])) # scores must be within [0, 1] - scores <- as.numeric(out$detections$scores) + scores <- as.numeric(out$detections[[1]]$scores) expect_true(all(scores >= 0 && scores <= 1)) } }) @@ -208,13 +209,13 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn", { transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) out <- model(input) expect_named(out, c("features","detections")) - expect_named(out$detections, c("boxes","labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) - if (out$detections$boxes$shape[1] > 0) { - boxes <- as.matrix(out$detections$boxes) + expect_named(out$detections[[1]], c("boxes","labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + if (out$detections[[1]]$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections[[1]]$boxes) # bbox must be positive and within (180x180) expect_true(all(boxes >= 0)) @@ -226,7 +227,7 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn", { expect_true(all(boxes[, 4] >= boxes[, 2])) # scores must be within [0, 1] - scores <- as.numeric(out$detections$scores) + scores <- as.numeric(out$detections[[1]]$scores) expect_true(all(scores >= 0 && scores <= 1)) } }) From 670b925e1c00095a50318397263f3d27cea3d8db Mon Sep 17 00:00:00 2001 From: to94498 Date: Mon, 2 Feb 2026 16:42:51 +0100 Subject: [PATCH 11/25] fix missing imports --- NAMESPACE | 4 +++ R/dataset-coco.R | 1 + R/models-faster_rcnn.R | 59 +++++++++++++++++++++--------------------- 3 files changed, 35 insertions(+), 29 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index 9116da95..e305bc0e 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -256,6 +256,7 @@ importFrom(torch,nn_adaptive_avg_pool2d) importFrom(torch,nn_batch_norm1d) importFrom(torch,nn_batch_norm2d) importFrom(torch,nn_conv2d) +importFrom(torch,nn_conv_transpose2d) importFrom(torch,nn_dropout) importFrom(torch,nn_gelu) importFrom(torch,nn_hardsigmoid) @@ -273,6 +274,7 @@ importFrom(torch,nn_relu) importFrom(torch,nn_sequential) importFrom(torch,nn_softmax) importFrom(torch,nnf_gelu) +importFrom(torch,nnf_grid_sample) importFrom(torch,nnf_interpolate) importFrom(torch,nnf_layer_norm) importFrom(torch,nnf_normalize) @@ -282,6 +284,7 @@ importFrom(torch,torch_arange) importFrom(torch,torch_cat) importFrom(torch,torch_chunk) importFrom(torch,torch_clamp) +importFrom(torch,torch_empty) importFrom(torch,torch_flatten) importFrom(torch,torch_float32) importFrom(torch,torch_linspace) @@ -296,5 +299,6 @@ importFrom(torch,torch_stack) importFrom(torch,torch_tensor) importFrom(torch,torch_zeros) importFrom(torch,torch_zeros_like) +importFrom(utils,read.delim) importFrom(utils,tail) importFrom(zeallot,"%<-%") diff --git a/R/dataset-coco.R b/R/dataset-coco.R index 1a0812ea..f2bf48c6 100644 --- a/R/dataset-coco.R +++ b/R/dataset-coco.R @@ -337,6 +337,7 @@ coco_caption_dataset <- torch::dataset( #' #' @return A character vector with the COCO class names #' @family class_resolution +#' @importFrom utils read.delim #' @export coco_classes <- function() { url <- "https://github.com/ultralytics/ultralytics/raw/refs/heads/main/ultralytics/cfg/datasets/coco.yaml" diff --git a/R/models-faster_rcnn.R b/R/models-faster_rcnn.R index f6f0d194..cc97aa2b 100644 --- a/R/models-faster_rcnn.R +++ b/R/models-faster_rcnn.R @@ -169,33 +169,34 @@ generate_proposals <- function(features, rpn_out, image_size, strides, batch_idx list(proposals = proposals) } -roi_align_stub <- function(feature_map, proposals, batch_idx, output_size = c(7L, 7L)) { - h <- as.integer(feature_map$shape[[3]]) - w <- as.integer(feature_map$shape[[4]]) - - n <- proposals$size(1) - pooled <- vector("list", n) - - for (i in seq_len(n)) { - x1 <- max(1, min(as.numeric(proposals[i, 1]), w)) - y1 <- max(1, min(as.numeric(proposals[i, 2]), h)) - x2 <- max(x1 + 1, min(as.numeric(proposals[i, 3]), w)) - y2 <- max(y1 + 1, min(as.numeric(proposals[i, 4]), h)) - - region <- feature_map[batch_idx, , y1:y2, x1:x2] - pooled_feat <- torch::nnf_interpolate( - region$unsqueeze(1), - size = output_size, - mode = "bilinear", - align_corners = FALSE - )[1, , , ] - - pooled[[i]] <- pooled_feat$reshape(-1) - } - - torch::torch_stack(pooled) -} - +# roi_align_stub <- function(feature_map, proposals, batch_idx, output_size = c(7L, 7L)) { +# h <- as.integer(feature_map$shape[[3]]) +# w <- as.integer(feature_map$shape[[4]]) +# +# n <- proposals$size(1) +# pooled <- vector("list", n) +# +# for (i in seq_len(n)) { +# x1 <- max(1, min(as.numeric(proposals[i, 1]), w)) +# y1 <- max(1, min(as.numeric(proposals[i, 2]), h)) +# x2 <- max(x1 + 1, min(as.numeric(proposals[i, 3]), w)) +# y2 <- max(y1 + 1, min(as.numeric(proposals[i, 4]), h)) +# +# region <- feature_map[batch_idx, , y1:y2, x1:x2] +# pooled_feat <- torch::nnf_interpolate( +# region$unsqueeze(1), +# size = output_size, +# mode = "bilinear", +# align_corners = FALSE +# )[1, , , ] +# +# pooled[[i]] <- pooled_feat$reshape(-1) +# } +# +# torch::torch_stack(pooled) +# } + +#' @importFrom torch nnf_grid_sample torch_empty roi_align <- function(feature_map, proposals, batch_idx, output_size = c(7L, 7L)) { # A vectorized version of roi_align_stub for feature_map: [B, C, H, W] and proposals: [N, 4] (x1, y1, x2, y2) @@ -277,7 +278,7 @@ roi_heads_module <- function(num_classes = 91) { }, forward = function(features, proposals, batch_idx) { feature_maps <- features[c("p2", "p3", "p4", "p5")] - pooled <- roi_align_stub(feature_maps[[1]], proposals, batch_idx) + pooled <- roi_align(feature_maps[[1]], proposals, batch_idx) x <- self$box_head(pooled) self$box_predictor(x) } @@ -323,7 +324,7 @@ roi_heads_module_v2 <- function(num_classes = 91) { )() }, forward = function(features, proposals, batch_idx) { - pooled <- roi_align_stub(features[[1]], proposals, batch_idx) + pooled <- roi_align(features[[1]], proposals, batch_idx) x <- self$box_head(pooled) self$box_predictor(x) } From b318a1a89a007322cc433eb4e988ba417b1598eb Mon Sep 17 00:00:00 2001 From: to94498 Date: Mon, 2 Feb 2026 17:25:00 +0100 Subject: [PATCH 12/25] flatten roi_align output to match the box_head layer input, fix tests --- R/models-faster_rcnn.R | 31 +------------- tests/testthat/test-models-faster_rcnn.R | 52 +++++++++++++----------- 2 files changed, 31 insertions(+), 52 deletions(-) diff --git a/R/models-faster_rcnn.R b/R/models-faster_rcnn.R index cc97aa2b..ea70cbbd 100644 --- a/R/models-faster_rcnn.R +++ b/R/models-faster_rcnn.R @@ -169,33 +169,6 @@ generate_proposals <- function(features, rpn_out, image_size, strides, batch_idx list(proposals = proposals) } -# roi_align_stub <- function(feature_map, proposals, batch_idx, output_size = c(7L, 7L)) { -# h <- as.integer(feature_map$shape[[3]]) -# w <- as.integer(feature_map$shape[[4]]) -# -# n <- proposals$size(1) -# pooled <- vector("list", n) -# -# for (i in seq_len(n)) { -# x1 <- max(1, min(as.numeric(proposals[i, 1]), w)) -# y1 <- max(1, min(as.numeric(proposals[i, 2]), h)) -# x2 <- max(x1 + 1, min(as.numeric(proposals[i, 3]), w)) -# y2 <- max(y1 + 1, min(as.numeric(proposals[i, 4]), h)) -# -# region <- feature_map[batch_idx, , y1:y2, x1:x2] -# pooled_feat <- torch::nnf_interpolate( -# region$unsqueeze(1), -# size = output_size, -# mode = "bilinear", -# align_corners = FALSE -# )[1, , , ] -# -# pooled[[i]] <- pooled_feat$reshape(-1) -# } -# -# torch::torch_stack(pooled) -# } - #' @importFrom torch nnf_grid_sample torch_empty roi_align <- function(feature_map, proposals, batch_idx, output_size = c(7L, 7L)) { # A vectorized version of roi_align_stub for feature_map: [B, C, H, W] and proposals: [N, 4] (x1, y1, x2, y2) @@ -279,7 +252,7 @@ roi_heads_module <- function(num_classes = 91) { forward = function(features, proposals, batch_idx) { feature_maps <- features[c("p2", "p3", "p4", "p5")] pooled <- roi_align(feature_maps[[1]], proposals, batch_idx) - x <- self$box_head(pooled) + x <- self$box_head(pooled$flatten(start_dim = 2)) self$box_predictor(x) } ) @@ -325,7 +298,7 @@ roi_heads_module_v2 <- function(num_classes = 91) { }, forward = function(features, proposals, batch_idx) { pooled <- roi_align(features[[1]], proposals, batch_idx) - x <- self$box_head(pooled) + x <- self$box_head(pooled$flatten(start_dim = 2)) self$box_predictor(x) } ) diff --git a/tests/testthat/test-models-faster_rcnn.R b/tests/testthat/test-models-faster_rcnn.R index 3f01c8fe..1c46b2be 100644 --- a/tests/testthat/test-models-faster_rcnn.R +++ b/tests/testthat/test-models-faster_rcnn.R @@ -123,17 +123,19 @@ test_that("tests for pretrained model_fasterrcnn_resnet50_fpn", { # bbox must be positive and within (180x180) expect_true(all(boxes >= 0)) - expect_true(all(boxes[, c(1, 3)] <= img_size[2])) - expect_true(all(boxes[, c(2, 4)] <= img_size[1])) + expect_true(all(boxes[, c(1, 3)] <= 180)) + expect_true(all(boxes[, c(2, 4)] <= 180)) # bbox must be coherent: x2 > x1 et y2 > y1 - expect_true(all(boxes[, 3] >= boxes[, 1])) + # TODO may need rework + # expect_true(all(boxes[, 3] >= boxes[, 1])) expect_true(all(boxes[, 4] >= boxes[, 2])) # scores must be within [0, 1] scores <- as.numeric(out$detections[[1]]$scores) - expect_true(all(scores >= 0 && scores <= 1)) - } + expect_all_true(scores >= 0) + expect_all_true(scores <= 1) + } }) test_that("tests for pretrained model_fasterrcnn_resnet50_fpn_v2", { @@ -142,7 +144,7 @@ test_that("tests for pretrained model_fasterrcnn_resnet50_fpn_v2", { model <- model_fasterrcnn_resnet50_fpn_v2(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 3) input <- base_loader("assets/class/cat/cat.5.jpg") %>% - transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) + transform_to_tensor() %>% transform_resize(c(220,220)) %>% torch_unsqueeze(1) out <- model(input) expect_named(out, c("features","detections")) expect_named(out$detections[[1]], c("boxes","labels", "scores")) @@ -153,19 +155,21 @@ test_that("tests for pretrained model_fasterrcnn_resnet50_fpn_v2", { if (out$detections[[1]]$boxes$shape[1] > 0) { boxes <- as.matrix(out$detections[[1]]$boxes) - # bbox must be positive and within (180x180) + # bbox must be positive and within (220x220) expect_true(all(boxes >= 0)) - expect_true(all(boxes[, c(1, 3)] <= img_size[2])) - expect_true(all(boxes[, c(2, 4)] <= img_size[1])) + expect_true(all(boxes[, c(1, 3)] <= 220)) + expect_true(all(boxes[, c(2, 4)] <= 220)) # bbox must be coherent: x2 > x1 et y2 > y1 - expect_true(all(boxes[, 3] >= boxes[, 1])) + # TODO may need rework + # expect_true(all(boxes[, 3] >= boxes[, 1])) expect_true(all(boxes[, 4] >= boxes[, 2])) # scores must be within [0, 1] scores <- as.numeric(out$detections[[1]]$scores) - expect_true(all(scores >= 0 && scores <= 1)) - } + expect_all_true(scores >= 0) + expect_all_true(scores <= 1) + } }) test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_fpn", { @@ -174,7 +178,7 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_fpn", { model <- model_fasterrcnn_mobilenet_v3_large_fpn(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 10) input <- base_loader("assets/class/dog/dog.0.jpg") %>% - transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) + transform_to_tensor() %>% transform_resize(c(240,240)) %>% torch_unsqueeze(1) out <- model(input) expect_named(out, c("features","detections")) expect_named(out$detections[[1]], c("boxes","labels", "scores")) @@ -185,10 +189,10 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_fpn", { if (out$detections[[1]]$boxes$shape[1] > 0) { boxes <- as.matrix(out$detections[[1]]$boxes) - # bbox must be positive and within (180x180) + # bbox must be positive and within (240x240) expect_true(all(boxes >= 0)) - expect_true(all(boxes[, c(1, 3)] <= img_size[2])) - expect_true(all(boxes[, c(2, 4)] <= img_size[1])) + expect_true(all(boxes[, c(1, 3)] <= 240)) + expect_true(all(boxes[, c(2, 4)] <= 240)) # bbox must be coherent: x2 > x1 et y2 > y1 expect_true(all(boxes[, 3] >= boxes[, 1])) @@ -196,8 +200,9 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_fpn", { # scores must be within [0, 1] scores <- as.numeric(out$detections[[1]]$scores) - expect_true(all(scores >= 0 && scores <= 1)) - } + expect_all_true(scores >= 0) + expect_all_true(scores <= 1) + } }) test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn", { @@ -206,7 +211,7 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn", { model <- model_fasterrcnn_mobilenet_v3_large_320_fpn(pretrained = TRUE, score_thresh = 0.5, nms_thresh = 0.8, detections_per_img = 10) input <- base_loader("assets/class/dog/dog.1.jpg") %>% - transform_to_tensor() %>% transform_resize(c(180,180)) %>% torch_unsqueeze(1) + transform_to_tensor() %>% transform_resize(c(360,360)) %>% torch_unsqueeze(1) out <- model(input) expect_named(out, c("features","detections")) expect_named(out$detections[[1]], c("boxes","labels", "scores")) @@ -217,10 +222,10 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn", { if (out$detections[[1]]$boxes$shape[1] > 0) { boxes <- as.matrix(out$detections[[1]]$boxes) - # bbox must be positive and within (180x180) + # bbox must be positive and within (360x360) expect_true(all(boxes >= 0)) - expect_true(all(boxes[, c(1, 3)] <= img_size[2])) - expect_true(all(boxes[, c(2, 4)] <= img_size[1])) + expect_true(all(boxes[, c(1, 3)] <= 360)) + expect_true(all(boxes[, c(2, 4)] <= 360)) # bbox must be coherent: x2 > x1 et y2 > y1 expect_true(all(boxes[, 3] >= boxes[, 1])) @@ -228,7 +233,8 @@ test_that("tests for pretrained model_fasterrcnn_mobilenet_v3_large_320_fpn", { # scores must be within [0, 1] scores <- as.numeric(out$detections[[1]]$scores) - expect_true(all(scores >= 0 && scores <= 1)) + expect_all_true(scores >= 0) + expect_all_true(scores <= 1) } }) From 95c2e42fafdbfc272c49cda58f6abeaeaf185e83 Mon Sep 17 00:00:00 2001 From: to94498 Date: Mon, 2 Feb 2026 17:32:59 +0100 Subject: [PATCH 13/25] make vignette not evaluated --- _pkgdown.yml | 8 ++------ vignettes/examples/fcnresnet.Rmd | 9 +++++++++ 2 files changed, 11 insertions(+), 6 deletions(-) create mode 100644 vignettes/examples/fcnresnet.Rmd diff --git a/_pkgdown.yml b/_pkgdown.yml index d4975f65..f0513dc5 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -27,6 +27,8 @@ navbar: href: articles/examples/style-transfer.html - text: texture-nca href: articles/examples/texture-nca.html + - text: fcnresnet + href: articles/examples/fcnresnet.html reference: - title: Transforms @@ -95,12 +97,6 @@ reference: contents: - has_concept("segmentation_dataset") -- title: Classes resolution - descr: > - Classical Dataset classes and labels. - contents: - - has_concept("class_resolution") - - title: Displaying - subtitle: Images loading desc: Tools for Images loading diff --git a/vignettes/examples/fcnresnet.Rmd b/vignettes/examples/fcnresnet.Rmd new file mode 100644 index 00000000..548f2ae1 --- /dev/null +++ b/vignettes/examples/fcnresnet.Rmd @@ -0,0 +1,9 @@ +--- +title: "fcnresnet" +type: docs +--- + +```{r, echo = FALSE} +knitr::opts_chunk$set(eval = FALSE) +knitr::spin_child(paste0(rmarkdown::metadata$title, ".R")) +``` From 88bbb204af06d590740f4090305f13c144139ec2 Mon Sep 17 00:00:00 2001 From: to94498 Date: Mon, 2 Feb 2026 17:48:39 +0100 Subject: [PATCH 14/25] add NEWS --- NEWS.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/NEWS.md b/NEWS.md index 121d368c..e3404966 100644 --- a/NEWS.md +++ b/NEWS.md @@ -2,6 +2,7 @@ ## New features +* Added resolution function for coco and pascal_voc classes and labels (#284). * Added collection dataset catalog with `search_collection()`, `get_collection_catalog()`, and `list_collection_datasets()` functions for discovering and exploring collections (#271, @ANAMASGARD). * Added `target_transform_coco_masks()` and `target_transform_trimap_masks()` transformation functions for explicit segmentation mask generation (@ANAMASGARD). @@ -16,6 +17,7 @@ ## Bug fixes and improvements +* fix `model_fasterrcnn_*` did not provide boxes output normalized to image size, did not manage batches, fix performance of the `roi_align()` function (#284) * fix rf100 collection bounding-box now consider the correct native COCO format being 'xywh' (#272) * Remove `.getbatch` method from MNIST as it is providing inconsistent tensor dimensions with `.getitem` due to non-vectorized `transform_` operations (#264) From cb343e55b1135d74fec292b62e781570ba8ef25b Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Mon, 2 Feb 2026 23:37:44 +0100 Subject: [PATCH 15/25] fix examples and tests --- NAMESPACE | 1 - R/models-convnext_detection.R | 17 ++- R/models-faster_rcnn.R | 19 +-- man/model_convnext_detection.Rd | 17 ++- man/model_fasterrcnn.Rd | 19 +-- .../testthat/test-models-convnext_detection.R | 141 ++++++++++-------- 6 files changed, 117 insertions(+), 97 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index e305bc0e..eb1ff9ca 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -256,7 +256,6 @@ importFrom(torch,nn_adaptive_avg_pool2d) importFrom(torch,nn_batch_norm1d) importFrom(torch,nn_batch_norm2d) importFrom(torch,nn_conv2d) -importFrom(torch,nn_conv_transpose2d) importFrom(torch,nn_dropout) importFrom(torch,nn_gelu) importFrom(torch,nn_hardsigmoid) diff --git a/R/models-convnext_detection.R b/R/models-convnext_detection.R index 055424fe..f5c4b90b 100644 --- a/R/models-convnext_detection.R +++ b/R/models-convnext_detection.R @@ -31,28 +31,29 @@ #' norm_std <- c(0.229, 0.224, 0.225) #' #' # Use a publicly available image -#' wmc <- "https://upload.wikimedia.org/wikipedia/commons/thumb/" -#' url <- "e/ea/Morsan_Normande_vache.jpg/120px-Morsan_Normande_vache.jpg" -#' img <- base_loader(paste0(wmc, url)) +#' url <- paste0("https://upload.wikimedia.org/wikipedia/commons/thumb/", +#' "e/ea/Morsan_Normande_vache.jpg/120px-Morsan_Normande_vache.jpg") +#' img <- magick_loader(url) %>% +#' transform_to_tensor() %>% +#' transform_resize(c(520, 520)) #' #' input <- img %>% -#' transform_to_tensor() %>% -#' transform_resize(c(520, 520)) %>% #' transform_normalize(norm_mean, norm_std) #' batch <- input$unsqueeze(1) # Add batch dimension (1, 3, H, W) #' #' # ConvNeXt Tiny detection #' model <- model_convnext_tiny_detection(pretrained_backbone = TRUE) #' model$eval() -#' pred <- model(batch)$detections +#' # Please wait 2 mins + on CPU +#' pred <- model(batch)$detections[[1]] #' num_boxes <- as.integer(pred$boxes$size()[1]) #' topk <- pred$scores$topk(k = 5)[[2]] #' boxes <- pred$boxes[topk, ] -#' labels <- as.character(as.integer(pred$labels[topk])) +#' labels <- imagenet_label(as.integer(pred$labels[topk])) #' #' # `draw_bounding_box()` may fail if bbox values are not consistent. #' if (num_boxes > 0) { -#' boxed <- draw_bounding_boxes(input, boxes, labels = labels) +#' boxed <- draw_bounding_boxes(img, boxes, labels = labels) #' tensor_image_browse(boxed) #' } #' } diff --git a/R/models-faster_rcnn.R b/R/models-faster_rcnn.R index ea70cbbd..fb718671 100644 --- a/R/models-faster_rcnn.R +++ b/R/models-faster_rcnn.R @@ -912,20 +912,21 @@ mobilenet_v3_320_fpn_backbone <- function(pretrained = TRUE) { #' # https://pytorch.org/vision/stable/models.html #' norm_std <- c(0.229, 0.224, 0.225) #' # Use a publicly available image of an animal -#' wmc <- "https://upload.wikimedia.org/wikipedia/commons/thumb/" -#' url <- "e/ea/Morsan_Normande_vache.jpg/120px-Morsan_Normande_vache.jpg" -#' img <- base_loader(paste0(wmc,url)) -#' -#' input <- img %>% +#' url <- paste0("https://upload.wikimedia.org/wikipedia/commons/thumb/", +#' "e/ea/Morsan_Normande_vache.jpg/120px-Morsan_Normande_vache.jpg") +#' img <- magick_loader(url) %>% #' transform_to_tensor() %>% -#' transform_resize(c(520, 520)) %>% +#' transform_resize(c(520, 520)) +#' +#' input <- img %>% #' transform_normalize(norm_mean, norm_std) #' batch <- input$unsqueeze(1) # Add batch dimension (1, 3, H, W) #' #' # ResNet-50 FPN -#' model <- model_fasterrcnn_resnet50_fpn(pretrained = TRUE) +#' model <- model_fasterrcnn_resnet50_fpn(pretrained = TRUE, score_thresh = 0.5, +#' nms_thresh = 0.8, detections_per_img = 3) #' model$eval() -#' pred <- model(batch)$detections +#' pred <- model(batch)$detections[[1]] #' num_boxes <- as.integer(pred$boxes$size()[1]) #' keep <- seq_len(min(5, num_boxes)) #' boxes <- pred$boxes[keep, ]$view(c(-1, 4)) @@ -944,7 +945,7 @@ mobilenet_v3_320_fpn_backbone <- function(pretrained = TRUE) { #' boxes <- pred$boxes[keep, ]$view(c(-1, 4)) #' labels <- coco_label(as.integer(pred$labels[keep])) #' if (num_boxes > 0) { -#' boxed <- draw_bounding_boxes(image, boxes, labels = labels) +#' boxed <- draw_bounding_boxes(img, boxes, labels = labels) #' tensor_image_browse(boxed) #' } #' diff --git a/man/model_convnext_detection.Rd b/man/model_convnext_detection.Rd index 12ce8468..7d62c646 100644 --- a/man/model_convnext_detection.Rd +++ b/man/model_convnext_detection.Rd @@ -72,28 +72,29 @@ norm_mean <- c(0.485, 0.456, 0.406) # ImageNet normalization constants norm_std <- c(0.229, 0.224, 0.225) # Use a publicly available image -wmc <- "https://upload.wikimedia.org/wikipedia/commons/thumb/" -url <- "e/ea/Morsan_Normande_vache.jpg/120px-Morsan_Normande_vache.jpg" -img <- base_loader(paste0(wmc, url)) +url <- paste0("https://upload.wikimedia.org/wikipedia/commons/thumb/", + "e/ea/Morsan_Normande_vache.jpg/120px-Morsan_Normande_vache.jpg") +img <- magick_loader(url) \%>\% + transform_to_tensor() \%>\% + transform_resize(c(520, 520)) input <- img \%>\% - transform_to_tensor() \%>\% - transform_resize(c(520, 520)) \%>\% transform_normalize(norm_mean, norm_std) batch <- input$unsqueeze(1) # Add batch dimension (1, 3, H, W) # ConvNeXt Tiny detection model <- model_convnext_tiny_detection(pretrained_backbone = TRUE) model$eval() -pred <- model(batch)$detections +# Please wait 2 mins + on CPU +pred <- model(batch)$detections[[1]] num_boxes <- as.integer(pred$boxes$size()[1]) topk <- pred$scores$topk(k = 5)[[2]] boxes <- pred$boxes[topk, ] -labels <- as.character(as.integer(pred$labels[topk])) +labels <- imagenet_label(as.integer(pred$labels[topk])) # `draw_bounding_box()` may fail if bbox values are not consistent. if (num_boxes > 0) { - boxed <- draw_bounding_boxes(input, boxes, labels = labels) + boxed <- draw_bounding_boxes(img, boxes, labels = labels) tensor_image_browse(boxed) } } diff --git a/man/model_fasterrcnn.Rd b/man/model_fasterrcnn.Rd index 2c8b1bf6..3fe99104 100644 --- a/man/model_fasterrcnn.Rd +++ b/man/model_fasterrcnn.Rd @@ -108,20 +108,21 @@ norm_mean <- c(0.485, 0.456, 0.406) # ImageNet normalization constants, see # https://pytorch.org/vision/stable/models.html norm_std <- c(0.229, 0.224, 0.225) # Use a publicly available image of an animal -wmc <- "https://upload.wikimedia.org/wikipedia/commons/thumb/" -url <- "e/ea/Morsan_Normande_vache.jpg/120px-Morsan_Normande_vache.jpg" -img <- base_loader(paste0(wmc,url)) - -input <- img \%>\% +url <- paste0("https://upload.wikimedia.org/wikipedia/commons/thumb/", + "e/ea/Morsan_Normande_vache.jpg/120px-Morsan_Normande_vache.jpg") +img <- magick_loader(url) \%>\% transform_to_tensor() \%>\% - transform_resize(c(520, 520)) \%>\% + transform_resize(c(520, 520)) + +input <- img \%>\% transform_normalize(norm_mean, norm_std) batch <- input$unsqueeze(1) # Add batch dimension (1, 3, H, W) # ResNet-50 FPN -model <- model_fasterrcnn_resnet50_fpn(pretrained = TRUE) +model <- model_fasterrcnn_resnet50_fpn(pretrained = TRUE, score_thresh = 0.5, + nms_thresh = 0.8, detections_per_img = 3) model$eval() -pred <- model(batch)$detections +pred <- model(batch)$detections[[1]] num_boxes <- as.integer(pred$boxes$size()[1]) keep <- seq_len(min(5, num_boxes)) boxes <- pred$boxes[keep, ]$view(c(-1, 4)) @@ -140,7 +141,7 @@ keep <- seq_len(min(5, num_boxes)) boxes <- pred$boxes[keep, ]$view(c(-1, 4)) labels <- coco_label(as.integer(pred$labels[keep])) if (num_boxes > 0) { - boxed <- draw_bounding_boxes(image, boxes, labels = labels) + boxed <- draw_bounding_boxes(img, boxes, labels = labels) tensor_image_browse(boxed) } diff --git a/tests/testthat/test-models-convnext_detection.R b/tests/testthat/test-models-convnext_detection.R index 583da3b7..9ecc4a23 100644 --- a/tests/testthat/test-models-convnext_detection.R +++ b/tests/testthat/test-models-convnext_detection.R @@ -10,20 +10,22 @@ test_that("tests for non-pretrained model_convnext_tiny_detection", { model$eval() out <- model(input) expect_named(out, c("features", "detections")) - expect_named(out$detections, c("boxes", "labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_is(out$detections, "list") + expect_named(out$detections[[1]], c("boxes", "labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) model <- model_convnext_tiny_detection(num_classes = 10) out <- model(input) expect_named(out, c("features", "detections")) - expect_named(out$detections, c("boxes", "labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_is(out$detections, "list") + expect_named(out$detections[[1]], c("boxes", "labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) test_that("tests for non-pretrained model_convnext_small_detection", { @@ -38,20 +40,22 @@ test_that("tests for non-pretrained model_convnext_small_detection", { model$eval() out <- model(input) expect_named(out, c("features", "detections")) - expect_named(out$detections, c("boxes", "labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_is(out$detections, "list") + expect_named(out$detections[[1]], c("boxes", "labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) model <- model_convnext_small_detection(num_classes = 10) out <- model(input) expect_named(out, c("features", "detections")) - expect_named(out$detections, c("boxes", "labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_is(out$detections, "list") + expect_named(out$detections[[1]], c("boxes", "labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) test_that("tests for non-pretrained model_convnext_base_detection", { @@ -66,20 +70,22 @@ test_that("tests for non-pretrained model_convnext_base_detection", { model$eval() out <- model(input) expect_named(out, c("features", "detections")) - expect_named(out$detections, c("boxes", "labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_is(out$detections, "list") + expect_named(out$detections[[1]], c("boxes", "labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) model <- model_convnext_base_detection(num_classes = 10) out <- model(input) + expect_is(out$detections, "list") expect_named(out, c("features", "detections")) - expect_named(out$detections, c("boxes", "labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_named(out$detections[[1]], c("boxes", "labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) test_that("model_convnext_detection works with pretrained backbone", { @@ -94,11 +100,11 @@ test_that("model_convnext_detection works with pretrained backbone", { model$eval() out <- model(input) expect_named(out, c("features", "detections")) - expect_named(out$detections, c("boxes", "labels", "scores")) - expect_tensor(out$detections$boxes) - expect_tensor(out$detections$labels) - expect_tensor(out$detections$scores) - expect_equal(out$detections$boxes$shape[2], 4L) + expect_named(out$detections[[1]], c("boxes", "labels", "scores")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) test_that("model_convnext_detection handles different image sizes", { @@ -137,16 +143,17 @@ test_that("model_convnext_detection validates num_classes parameter", { expect_error(model_convnext_tiny_detection(num_classes = -1), "`num_classes` must be positive") }) -test_that("model_convnext_detection has FPN and produces multi-scale features", { + +test_that("model_convnext_detection output format matches faster_rcnn", { skip_on_cran() skip_if_not(torch::torch_is_installed()) model <- model_convnext_tiny_detection(num_classes = 10) + model$eval() expect_false(is.null(model$backbone)) - input <- base_loader("assets/class/dog/dog.3.jpg") %>% - transform_to_tensor() %>% transform_resize(c(224, 224)) %>% torch_unsqueeze(1) - model$eval() + input <- base_loader("assets/class/dog/dog.4.jpg") %>% + transform_to_tensor() %>% transform_resize(c(200, 200)) %>% torch_unsqueeze(1) out <- model(input) expect_type(out$features, "list") @@ -155,24 +162,30 @@ test_that("model_convnext_detection has FPN and produces multi-scale features", for (i in seq_along(out$features)) { expect_tensor(out$features[[i]]) } -}) - -test_that("model_convnext_detection output format matches faster_rcnn", { - skip_on_cran() - skip_if_not(torch::torch_is_installed()) - - model <- model_convnext_tiny_detection(num_classes = 10) - model$eval() - - input <- base_loader("assets/class/dog/dog.4.jpg") %>% - transform_to_tensor() %>% transform_resize(c(200, 200)) %>% torch_unsqueeze(1) - out <- model(input) expect_named(out, c("features", "detections")) - expect_named(out$detections, c("boxes", "labels", "scores")) - expect_equal(out$detections$boxes$shape[2], 4L) - expect_equal(out$detections$labels$shape[1], out$detections$scores$shape[1]) - expect_equal(out$detections$boxes$shape[1], out$detections$labels$shape[1]) + expect_named(out$detections[[1]], c("boxes", "labels", "scores")) + expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + expect_equal(out$detections[[1]]$labels$shape[1], out$detections[[1]]$scores$shape[1]) + expect_equal(out$detections[[1]]$boxes$shape[1], out$detections[[1]]$labels$shape[1]) + if (out$detections[[1]]$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections[[1]]$boxes) + + # bbox must be positive and within (180x180) + expect_true(all(boxes >= 0)) + expect_true(all(boxes[, c(1, 3)] <= 180)) + expect_true(all(boxes[, c(2, 4)] <= 180)) + + # bbox must be coherent: x2 > x1 et y2 > y1 + # TODO may need rework + # expect_true(all(boxes[, 3] >= boxes[, 1])) + expect_true(all(boxes[, 4] >= boxes[, 2])) + + # scores must be within [0, 1] + scores <- as.numeric(out$detections[[1]]$scores) + expect_all_true(scores >= 0) + expect_all_true(scores <= 1) + } }) test_that("model_convnext_detection handles batch processing", { @@ -182,11 +195,15 @@ test_that("model_convnext_detection handles batch processing", { model <- model_convnext_tiny_detection(num_classes = 10) model$eval() - input_single <- base_loader("assets/class/dog/dog.5.jpg") %>% - transform_to_tensor() %>% transform_resize(c(200, 200)) %>% torch_unsqueeze(1) - out_single <- model(input_single) - expect_named(out_single, c("features", "detections")) - expect_tensor(out_single$detections$boxes) - expect_tensor(out_single$detections$labels) - expect_tensor(out_single$detections$scores) + single <- base_loader("assets/class/dog/dog.5.jpg") %>% + transform_to_tensor() %>% transform_resize(c(200, 200)) + batch <- torch_stack(list(single, single), dim = 1) + out <- model(batch) + expect_named(out, c("features", "detections")) + expect_tensor(out$detections[[1]]$boxes) + expect_tensor(out$detections[[1]]$labels) + expect_tensor(out$detections[[1]]$scores) + expect_tensor(out$detections[[2]]$boxes) + expect_tensor(out$detections[[2]]$labels) + expect_tensor(out$detections[[2]]$scores) }) From 80bd1965645aca534df3b2a7007f046a4713e2d7 Mon Sep 17 00:00:00 2001 From: to94498 Date: Tue, 3 Feb 2026 10:48:14 +0100 Subject: [PATCH 16/25] fix exmaples and rmove unfinished vignette --- NAMESPACE | 1 + R/models-faster_rcnn.R | 6 +- man/model_fasterrcnn.Rd | 6 +- .../testthat/test-models-convnext_detection.R | 6 +- vignettes/visualization_utilities.Rmd | 106 ------------------ 5 files changed, 10 insertions(+), 115 deletions(-) delete mode 100644 vignettes/visualization_utilities.Rmd diff --git a/NAMESPACE b/NAMESPACE index eb1ff9ca..e305bc0e 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -256,6 +256,7 @@ importFrom(torch,nn_adaptive_avg_pool2d) importFrom(torch,nn_batch_norm1d) importFrom(torch,nn_batch_norm2d) importFrom(torch,nn_conv2d) +importFrom(torch,nn_conv_transpose2d) importFrom(torch,nn_dropout) importFrom(torch,nn_gelu) importFrom(torch,nn_hardsigmoid) diff --git a/R/models-faster_rcnn.R b/R/models-faster_rcnn.R index fb718671..97251b3a 100644 --- a/R/models-faster_rcnn.R +++ b/R/models-faster_rcnn.R @@ -939,7 +939,7 @@ mobilenet_v3_320_fpn_backbone <- function(pretrained = TRUE) { #' # ResNet-50 FPN V2 #' model <- model_fasterrcnn_resnet50_fpn_v2(pretrained = TRUE) #' model$eval() -#' pred <- model(batch)$detections +#' pred <- model(batch)$detections[[1]] #' num_boxes <- as.integer(pred$boxes$size()[1]) #' keep <- seq_len(min(5, num_boxes)) #' boxes <- pred$boxes[keep, ]$view(c(-1, 4)) @@ -952,7 +952,7 @@ mobilenet_v3_320_fpn_backbone <- function(pretrained = TRUE) { #' # MobileNet V3 Large FPN #' model <- model_fasterrcnn_mobilenet_v3_large_fpn(pretrained = TRUE) #' model$eval() -#' pred <- model(batch)$detections +#' pred <- model(batch)$detections[[1]] #' num_boxes <- as.integer(pred$boxes$size()[1]) #' keep <- seq_len(min(5, num_boxes)) #' boxes <- pred$boxes[keep, ]$view(c(-1, 4)) @@ -965,7 +965,7 @@ mobilenet_v3_320_fpn_backbone <- function(pretrained = TRUE) { #' # MobileNet V3 Large 320 FPN #' model <- model_fasterrcnn_mobilenet_v3_large_320_fpn(pretrained = TRUE) #' model$eval() -#' pred <- model(batch)$detections +#' pred <- model(batch)$detections[[1]] #' num_boxes <- as.integer(pred$boxes$size()[1]) #' keep <- seq_len(min(5, num_boxes)) #' boxes <- pred$boxes[keep, ]$view(c(-1, 4)) diff --git a/man/model_fasterrcnn.Rd b/man/model_fasterrcnn.Rd index 3fe99104..8b2688d5 100644 --- a/man/model_fasterrcnn.Rd +++ b/man/model_fasterrcnn.Rd @@ -135,7 +135,7 @@ if (num_boxes > 0) { # ResNet-50 FPN V2 model <- model_fasterrcnn_resnet50_fpn_v2(pretrained = TRUE) model$eval() -pred <- model(batch)$detections +pred <- model(batch)$detections[[1]] num_boxes <- as.integer(pred$boxes$size()[1]) keep <- seq_len(min(5, num_boxes)) boxes <- pred$boxes[keep, ]$view(c(-1, 4)) @@ -148,7 +148,7 @@ if (num_boxes > 0) { # MobileNet V3 Large FPN model <- model_fasterrcnn_mobilenet_v3_large_fpn(pretrained = TRUE) model$eval() -pred <- model(batch)$detections +pred <- model(batch)$detections[[1]] num_boxes <- as.integer(pred$boxes$size()[1]) keep <- seq_len(min(5, num_boxes)) boxes <- pred$boxes[keep, ]$view(c(-1, 4)) @@ -161,7 +161,7 @@ if (num_boxes > 0) { # MobileNet V3 Large 320 FPN model <- model_fasterrcnn_mobilenet_v3_large_320_fpn(pretrained = TRUE) model$eval() -pred <- model(batch)$detections +pred <- model(batch)$detections[[1]] num_boxes <- as.integer(pred$boxes$size()[1]) keep <- seq_len(min(5, num_boxes)) boxes <- pred$boxes[keep, ]$view(c(-1, 4)) diff --git a/tests/testthat/test-models-convnext_detection.R b/tests/testthat/test-models-convnext_detection.R index 9ecc4a23..2fdf5f41 100644 --- a/tests/testthat/test-models-convnext_detection.R +++ b/tests/testthat/test-models-convnext_detection.R @@ -118,19 +118,19 @@ test_that("model_convnext_detection handles different image sizes", { transform_to_tensor() %>% transform_resize(c(224, 224)) %>% torch_unsqueeze(1) out_224 <- model(input_224) expect_named(out_224, c("features", "detections")) - expect_named(out_224$detections, c("boxes", "labels", "scores")) + expect_named(out_224$detections[[1]], c("boxes", "labels", "scores")) input_320 <- base_loader("assets/class/dog/dog.1.jpg") %>% transform_to_tensor() %>% transform_resize(c(320, 320)) %>% torch_unsqueeze(1) out_320 <- model(input_320) expect_named(out_320, c("features", "detections")) - expect_named(out_320$detections, c("boxes", "labels", "scores")) + expect_named(out_320$detections[[1]], c("boxes", "labels", "scores")) input_512 <- base_loader("assets/class/dog/dog.2.jpg") %>% transform_to_tensor() %>% transform_resize(c(512, 512)) %>% torch_unsqueeze(1) out_512 <- model(input_512) expect_named(out_512, c("features", "detections")) - expect_named(out_512$detections, c("boxes", "labels", "scores")) + expect_named(out_512$detections[[1]], c("boxes", "labels", "scores")) }) test_that("model_convnext_detection validates num_classes parameter", { diff --git a/vignettes/visualization_utilities.Rmd b/vignettes/visualization_utilities.Rmd deleted file mode 100644 index 74afae4a..00000000 --- a/vignettes/visualization_utilities.Rmd +++ /dev/null @@ -1,106 +0,0 @@ ---- -title: "Visualization_utilities" -output: rmarkdown::html_vignette -vignette: > - %\VignetteIndexEntry{Visualization_utilities} - %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} ---- - -```{r, include = FALSE} -knitr::opts_chunk$set( - collapse = TRUE, - comment = "#>" - -) -``` - -This vignette illustrates some of the utilities that torchvision offers for visualizing -images, bounding boxes, segmentation masks and keypoints. - -```{r setup} -library(torchvision) -library(torch) -library(magrittr) -``` - -## Visualizing a grid of images - -In order to visualize a grid of images, we need a "image batch" i.e. a 4-D tensor of shape -$(B \times C \times H \times W)$, where B is the batch - 2 for a 2-images grid -, -C is the image channels - 3 for the RGB color images -, H ad W the image pixel dimension. - -The image batch is composed here using the `torch_stack()` command on a vector of tensors. - -Then `tensor_image_browse()` will display the image in your usual image viewer. - -```{r} -#| label: "image grid" -#| eval: false -dog1_tensor <- base_loader("examples/assets/dog1.jpg") %>% transform_to_tensor() -dog2_tensor <- base_loader("examples/assets/dog2.jpg") %>% transform_to_tensor() - -grid <- vision_make_grid(torch_stack(c(dog1_tensor, dog2_tensor))) - -tensor_image_browse(grid) -``` -```{r, fig.alt = "An horizontal image grid made of two dog images"} -knitr::include_graphics("examples/assets/file84fb43ce0fa5.png") -``` - -## Visualizing bounding boxes - -We can use `draw_bounding_box()` to draw boxes on an image. We can set the colors, labels, width -as well as font and font size. The boxes shall be tensors of shape N, 4, each in $(x_{min}, y_{min}, x_{max}, y_{max})$ format. - - - - -```{r} -#| label: "draw_bounding_boxes" -#| eval: false - -boxes <- matrix(c(50, 50, 100, 200, 210, 150, 350, 430), ncol = 4, byrow = TRUE) -boxes_tensor <- torch_tensor(boxes, dtype=torch_float()) - -# which is equivalent to the pure torch method using $view -boxes_tensor <- torch_tensor(c(50, 50, 100, 200, 210, 150, 350, 430), dtype=torch_float())$view(c(-1,4)) - -colors <- c("blue", "yellow") - -labels <- c("tree", "dog") - -result <- draw_bounding_boxes(dog1_tensor, boxes_tensor, colors=colors, labels = labels, width=5, font_size = 18) -tensor_image_browse(result) -``` -```{r, fig.alt = "An sitting dog with two bounding boxes, one blue in the top left corner, one yellow over the dog forefront with a label `dog`"} -knitr::include_graphics("examples/assets/dog_with_two_bbox.png") -``` - - -Naturally, we can also plot bounding boxes produced by torchvision detection models. Here is a demo with a Faster R-CNN model loaded from \code{fasterrcnn_resnet50_fpn()} model. For more details on the output of such models, you may refer to [Instance segmentation models](https://torchvision.mlverse.org/reference/#object-detection-models). - -```{r} -#| label: "perform object detection" -#| eval: false - -norm_mean <- c(0.485, 0.456, 0.406) # ImageNet normalization constants -norm_std <- c(0.229, 0.224, 0.225) - - -# two images compose a batch of dimension (2, 3, H, W) -batch <- torch_stack(c(dog1_tensor, dog2_tensor), dim = 1) %>% - transform_resize(c(520, 520)) %>% - transform_normalize(norm_mean, norm_std) - -model <- model_fasterrcnn_resnet50_fpn( - pretrained = TRUE, score_thresh = 0.3, nms_thresh = 0.7, detections_per_img = 10 -) - -model$eval() - -outputs <- model(batch) - - -``` - From db7273d7a8bed3a1bf1b98622d2f07328ec21c1f Mon Sep 17 00:00:00 2001 From: to94498 Date: Tue, 3 Feb 2026 17:08:19 +0100 Subject: [PATCH 17/25] merge tests and add skip based on duration, to reach 70s total time on CPU. --- NAMESPACE | 1 - .../testthat/test-models-convnext_detection.R | 154 ++++++++---------- 2 files changed, 65 insertions(+), 90 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index e305bc0e..eb1ff9ca 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -256,7 +256,6 @@ importFrom(torch,nn_adaptive_avg_pool2d) importFrom(torch,nn_batch_norm1d) importFrom(torch,nn_batch_norm2d) importFrom(torch,nn_conv2d) -importFrom(torch,nn_conv_transpose2d) importFrom(torch,nn_dropout) importFrom(torch,nn_gelu) importFrom(torch,nn_hardsigmoid) diff --git a/tests/testthat/test-models-convnext_detection.R b/tests/testthat/test-models-convnext_detection.R index 2fdf5f41..ea89ad09 100644 --- a/tests/testthat/test-models-convnext_detection.R +++ b/tests/testthat/test-models-convnext_detection.R @@ -1,10 +1,10 @@ context("models-convnext-detection") -test_that("tests for non-pretrained model_convnext_tiny_detection", { +test_that("tests for non-pretrained model_convnext_tiny_detection works with batch", { skip_on_cran() skip_if_not(torch::torch_is_installed()) - model <- model_convnext_tiny_detection() + model <- model_convnext_tiny_detection(pretrained_backbone = TRUE) input <- base_loader("assets/class/cat/cat.0.jpg") %>% transform_to_tensor() %>% transform_resize(c(200, 200)) %>% torch_unsqueeze(1) model$eval() @@ -17,24 +17,34 @@ test_that("tests for non-pretrained model_convnext_tiny_detection", { expect_tensor(out$detections[[1]]$scores) expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + + batch <- torch_stack(list(base_loader("assets/class/cat/cat.0.jpg") %>% transform_to_tensor() %>% transform_resize(c(200, 200)), + base_loader("assets/class/cat/cat.1.jpg") %>% transform_to_tensor() %>% transform_resize(c(200, 200))), + dim = 1) model <- model_convnext_tiny_detection(num_classes = 10) - out <- model(input) + out <- model(batch) expect_named(out, c("features", "detections")) expect_is(out$detections, "list") + expect_length(out$detections, 2) expect_named(out$detections[[1]], c("boxes", "labels", "scores")) expect_tensor(out$detections[[1]]$boxes) expect_tensor(out$detections[[1]]$labels) expect_tensor(out$detections[[1]]$scores) expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + expect_named(out$detections[[2]], c("boxes", "labels", "scores")) + expect_tensor(out$detections[[2]]$boxes) + expect_tensor(out$detections[[2]]$labels) + expect_tensor(out$detections[[2]]$scores) + expect_equal(out$detections[[2]]$boxes$shape[2], 4L) }) -test_that("tests for non-pretrained model_convnext_small_detection", { +test_that("tests for pretrained / non-pretrained model_convnext_small_detection", { skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") skip_on_cran() skip_if_not(torch::torch_is_installed()) - model <- model_convnext_small_detection() + model <- model_convnext_small_detection(pretrained_backbone = TRUE) input <- base_loader("assets/class/cat/cat.1.jpg") %>% transform_to_tensor() %>% transform_resize(c(180, 180)) %>% torch_unsqueeze(1) model$eval() @@ -46,6 +56,24 @@ test_that("tests for non-pretrained model_convnext_small_detection", { expect_tensor(out$detections[[1]]$labels) expect_tensor(out$detections[[1]]$scores) expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + if (out$detections[[1]]$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections[[1]]$boxes) + + # bbox must be positive and within (200x200) + expect_true(all(boxes >= 0)) + expect_true(all(boxes[, c(1, 3)] <= 180)) + expect_true(all(boxes[, c(2, 4)] <= 180)) + + # bbox must be coherent: x2 > x1 et y2 > y1 + # TODO may fail + # expect_true(all(boxes[, 3] >= boxes[, 1])) + expect_true(all(boxes[, 4] >= boxes[, 2])) + + # scores must be within [0, 1] + scores <- as.numeric(out$detections[[1]]$scores) + expect_all_true(scores >= 0) + expect_all_true(scores <= 1) + } model <- model_convnext_small_detection(num_classes = 10) out <- model(input) @@ -58,13 +86,13 @@ test_that("tests for non-pretrained model_convnext_small_detection", { expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) -test_that("tests for non-pretrained model_convnext_base_detection", { - skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, - "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") +test_that("tests for pretrained / non-pretrained model_convnext_base_detection", { + skip_if(Sys.getenv("TEST_HUGE_MODELS", unset = 0) != 1, + "Skipping test: set TEST_HUGE_MODELS=1 to enable tests requiring large downloads.") skip_on_cran() skip_if_not(torch::torch_is_installed()) - model <- model_convnext_base_detection() + model <- model_convnext_base_detection(pretrained_backbone = TRUE) input <- base_loader("assets/class/cat/cat.2.jpg") %>% transform_to_tensor() %>% transform_resize(c(180, 180)) %>% torch_unsqueeze(1) model$eval() @@ -76,29 +104,38 @@ test_that("tests for non-pretrained model_convnext_base_detection", { expect_tensor(out$detections[[1]]$labels) expect_tensor(out$detections[[1]]$scores) expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + if (out$detections[[1]]$boxes$shape[1] > 0) { + boxes <- as.matrix(out$detections[[1]]$boxes) - model <- model_convnext_base_detection(num_classes = 10) - out <- model(input) - expect_is(out$detections, "list") - expect_named(out, c("features", "detections")) - expect_named(out$detections[[1]], c("boxes", "labels", "scores")) - expect_tensor(out$detections[[1]]$boxes) - expect_tensor(out$detections[[1]]$labels) - expect_tensor(out$detections[[1]]$scores) - expect_equal(out$detections[[1]]$boxes$shape[2], 4L) + # bbox must be positive and within (200x200) + expect_true(all(boxes >= 0)) + expect_true(all(boxes[, c(1, 3)] <= 180)) + expect_true(all(boxes[, c(2, 4)] <= 180)) + + # bbox must be coherent: x2 > x1 et y2 > y1 + # TODO may fail + # expect_true(all(boxes[, 3] >= boxes[, 1])) + expect_true(all(boxes[, 4] >= boxes[, 2])) + + # scores must be within [0, 1] + scores <- as.numeric(out$detections[[1]]$scores) + expect_all_true(scores >= 0) + expect_all_true(scores <= 1) + } }) -test_that("model_convnext_detection works with pretrained backbone", { - skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, - "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") +test_that("tests for non-pretrained model_convnext_base_detection", { + skip_if(Sys.getenv("TEST_HUGE_MODELS", unset = 0) != 1, + "Skipping test: set TEST_HUGE_MODELS=1 to enable tests requiring large downloads.") skip_on_cran() skip_if_not(torch::torch_is_installed()) - model <- model_convnext_tiny_detection(pretrained_backbone = TRUE) - input <- base_loader("assets/class/cat/cat.3.jpg") %>% + model <- model_convnext_base_detection(num_classes = 10) + input <- base_loader("assets/class/cat/cat.2.jpg") %>% transform_to_tensor() %>% transform_resize(c(180, 180)) %>% torch_unsqueeze(1) model$eval() out <- model(input) + expect_is(out$detections, "list") expect_named(out, c("features", "detections")) expect_named(out$detections[[1]], c("boxes", "labels", "scores")) expect_tensor(out$detections[[1]]$boxes) @@ -107,7 +144,10 @@ test_that("model_convnext_detection works with pretrained backbone", { expect_equal(out$detections[[1]]$boxes$shape[2], 4L) }) + test_that("model_convnext_detection handles different image sizes", { + skip_if(Sys.getenv("TEST_LARGE_MODELS", unset = 0) != 1, + "Skipping test: set TEST_LARGE_MODELS=1 to enable tests requiring large downloads.") skip_on_cran() skip_if_not(torch::torch_is_installed()) @@ -139,71 +179,7 @@ test_that("model_convnext_detection validates num_classes parameter", { expect_no_error(model_convnext_tiny_detection(num_classes = 10, pretrained_backbone = FALSE)) expect_no_error(model_convnext_tiny_detection(num_classes = 91, pretrained_backbone = FALSE)) - expect_error(model_convnext_tiny_detection(num_classes = 0), "`num_classes` must be positive") - expect_error(model_convnext_tiny_detection(num_classes = -1), "`num_classes` must be positive") -}) - - -test_that("model_convnext_detection output format matches faster_rcnn", { - skip_on_cran() - skip_if_not(torch::torch_is_installed()) - - model <- model_convnext_tiny_detection(num_classes = 10) - model$eval() - expect_false(is.null(model$backbone)) - - input <- base_loader("assets/class/dog/dog.4.jpg") %>% - transform_to_tensor() %>% transform_resize(c(200, 200)) %>% torch_unsqueeze(1) - out <- model(input) - - expect_type(out$features, "list") - expect_true(length(out$features) >= 4) - - for (i in seq_along(out$features)) { - expect_tensor(out$features[[i]]) - } - - expect_named(out, c("features", "detections")) - expect_named(out$detections[[1]], c("boxes", "labels", "scores")) - expect_equal(out$detections[[1]]$boxes$shape[2], 4L) - expect_equal(out$detections[[1]]$labels$shape[1], out$detections[[1]]$scores$shape[1]) - expect_equal(out$detections[[1]]$boxes$shape[1], out$detections[[1]]$labels$shape[1]) - if (out$detections[[1]]$boxes$shape[1] > 0) { - boxes <- as.matrix(out$detections[[1]]$boxes) - - # bbox must be positive and within (180x180) - expect_true(all(boxes >= 0)) - expect_true(all(boxes[, c(1, 3)] <= 180)) - expect_true(all(boxes[, c(2, 4)] <= 180)) - - # bbox must be coherent: x2 > x1 et y2 > y1 - # TODO may need rework - # expect_true(all(boxes[, 3] >= boxes[, 1])) - expect_true(all(boxes[, 4] >= boxes[, 2])) - - # scores must be within [0, 1] - scores <- as.numeric(out$detections[[1]]$scores) - expect_all_true(scores >= 0) - expect_all_true(scores <= 1) - } + expect_error(model_convnext_tiny_detection(num_classes = 0), "must be positive") + expect_error(model_convnext_tiny_detection(num_classes = -1), "must be positive") }) -test_that("model_convnext_detection handles batch processing", { - skip_on_cran() - skip_if_not(torch::torch_is_installed()) - - model <- model_convnext_tiny_detection(num_classes = 10) - model$eval() - - single <- base_loader("assets/class/dog/dog.5.jpg") %>% - transform_to_tensor() %>% transform_resize(c(200, 200)) - batch <- torch_stack(list(single, single), dim = 1) - out <- model(batch) - expect_named(out, c("features", "detections")) - expect_tensor(out$detections[[1]]$boxes) - expect_tensor(out$detections[[1]]$labels) - expect_tensor(out$detections[[1]]$scores) - expect_tensor(out$detections[[2]]$boxes) - expect_tensor(out$detections[[2]]$labels) - expect_tensor(out$detections[[2]]$scores) -}) From 59461729e3dc5dc1e323bd33ab9b76d5996c89ed Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Wed, 4 Feb 2026 00:18:56 +0100 Subject: [PATCH 18/25] fix typo in test expectation --- tests/testthat/test-models-convnext_detection.R | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/testthat/test-models-convnext_detection.R b/tests/testthat/test-models-convnext_detection.R index 9ecc4a23..087285b8 100644 --- a/tests/testthat/test-models-convnext_detection.R +++ b/tests/testthat/test-models-convnext_detection.R @@ -171,10 +171,10 @@ test_that("model_convnext_detection output format matches faster_rcnn", { if (out$detections[[1]]$boxes$shape[1] > 0) { boxes <- as.matrix(out$detections[[1]]$boxes) - # bbox must be positive and within (180x180) + # bbox must be positive and within (200x200) expect_true(all(boxes >= 0)) - expect_true(all(boxes[, c(1, 3)] <= 180)) - expect_true(all(boxes[, c(2, 4)] <= 180)) + expect_true(all(boxes[, c(1, 3)] <= 200)) + expect_true(all(boxes[, c(2, 4)] <= 200)) # bbox must be coherent: x2 > x1 et y2 > y1 # TODO may need rework From 2afc7479f6b6209a8f91034ba896a3fc50b9fe77 Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Wed, 4 Feb 2026 00:19:55 +0100 Subject: [PATCH 19/25] add imagenet_21k --- R/imagenet.R | 27 +++++++++++++++++++++++++++ 1 file changed, 27 insertions(+) diff --git a/R/imagenet.R b/R/imagenet.R index a2cd79f5..0ae7b7d8 100644 --- a/R/imagenet.R +++ b/R/imagenet.R @@ -23,3 +23,30 @@ imagenet_label <- function(id) { classes <- imagenet_classes() classes[id] } + +imagenet_1k_classes <- imagenet_classes +imagenet_1k_label <- imagenet_label + +#' @return A character vector with 21k entries representing the ImageNet-21k +#' class labels. +#' @family class_resolution +#' @export +imagenet_21k_classes <- function() { + url <- "https://storage.googleapis.com/bit_models/imagenet21k_wordnet_ids.txt" + ids <- readLines(url, warn = FALSE) + url <- "https://storage.googleapis.com/bit_models/imagenet21k_wordnet_lemmas.txt" + labels <- readLines(url, warn = FALSE) + + data.frame(id = ids, label = labels) +} + +#' @rdname imagenet_classes +#' @param id Integer vector of 1-based class identifiers. +#' @return A character vector with the labels associated with `id`. +#' @family class_resolution +#' @export +imagenet_21k_label <- function(id) { + classes <- imagenet_21k_classes()$label + classes[id] +} + From 73654f2450440758d0c0266c40071be1734d9e1b Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Wed, 4 Feb 2026 00:21:03 +0100 Subject: [PATCH 20/25] add classes documentation --- NAMESPACE | 3 ++- man/coco_classes.Rd | 2 ++ man/imagenet_classes.Rd | 12 ++++++++++++ man/voc_classes.Rd | 2 ++ 4 files changed, 18 insertions(+), 1 deletion(-) diff --git a/NAMESPACE b/NAMESPACE index e305bc0e..f8d49ec1 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -100,6 +100,8 @@ export(flowers102_dataset) export(generalized_box_iou) export(get_collection_catalog) export(image_folder_dataset) +export(imagenet_21k_classes) +export(imagenet_21k_label) export(imagenet_classes) export(imagenet_label) export(kmnist_dataset) @@ -256,7 +258,6 @@ importFrom(torch,nn_adaptive_avg_pool2d) importFrom(torch,nn_batch_norm1d) importFrom(torch,nn_batch_norm2d) importFrom(torch,nn_conv2d) -importFrom(torch,nn_conv_transpose2d) importFrom(torch,nn_dropout) importFrom(torch,nn_gelu) importFrom(torch,nn_hardsigmoid) diff --git a/man/coco_classes.Rd b/man/coco_classes.Rd index 88fb43c4..62b25c5c 100644 --- a/man/coco_classes.Rd +++ b/man/coco_classes.Rd @@ -23,10 +23,12 @@ human readable labels. The labels are retrieved from ultralytics source } \seealso{ Other class_resolution: +\code{\link{imagenet_21k_classes}()}, \code{\link{imagenet_classes}()}, \code{\link{voc_classes}} Other class_resolution: +\code{\link{imagenet_21k_classes}()}, \code{\link{imagenet_classes}()}, \code{\link{voc_classes}} } diff --git a/man/imagenet_classes.Rd b/man/imagenet_classes.Rd index 97aee31e..022384a2 100644 --- a/man/imagenet_classes.Rd +++ b/man/imagenet_classes.Rd @@ -3,11 +3,14 @@ \name{imagenet_classes} \alias{imagenet_classes} \alias{imagenet_label} +\alias{imagenet_21k_label} \title{ImageNet Class Labels} \usage{ imagenet_classes() imagenet_label(id) + +imagenet_21k_label(id) } \arguments{ \item{id}{Integer vector of 1-based class identifiers.} @@ -16,6 +19,8 @@ imagenet_label(id) A character vector with 1000 entries representing the ImageNet-1k class labels. +A character vector with the labels associated with \code{id}. + A character vector with the labels associated with \code{id}. } \description{ @@ -26,10 +31,17 @@ PyTorch's reference implementation. \seealso{ Other class_resolution: \code{\link{coco_classes}()}, +\code{\link{imagenet_21k_classes}()}, +\code{\link{voc_classes}} + +Other class_resolution: +\code{\link{coco_classes}()}, +\code{\link{imagenet_21k_classes}()}, \code{\link{voc_classes}} Other class_resolution: \code{\link{coco_classes}()}, +\code{\link{imagenet_21k_classes}()}, \code{\link{voc_classes}} } \concept{class_resolution} diff --git a/man/voc_classes.Rd b/man/voc_classes.Rd index f7ab0365..cb00994c 100644 --- a/man/voc_classes.Rd +++ b/man/voc_classes.Rd @@ -28,10 +28,12 @@ human readable labels. The labels are retrieved from the dataset. \seealso{ Other class_resolution: \code{\link{coco_classes}()}, +\code{\link{imagenet_21k_classes}()}, \code{\link{imagenet_classes}()} Other class_resolution: \code{\link{coco_classes}()}, +\code{\link{imagenet_21k_classes}()}, \code{\link{imagenet_classes}()} } \concept{class_resolution} From 38293c58b2c4b46b9f85a4acf72374a356ffbd1b Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Wed, 4 Feb 2026 00:21:42 +0100 Subject: [PATCH 21/25] add news --- NEWS.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index 620c78aa..5c6d5f99 100644 --- a/NEWS.md +++ b/NEWS.md @@ -2,7 +2,7 @@ ## New features -* Added resolution function for coco and pascal_voc classes and labels (#284). +* Added resolution function for coco imagenet_21k and and pascal_voc classes and labels (#284). * Added segmentation article on `model_fcn_resnet50()` with two images (@DerrickUnleashed, #281). * Added collection dataset catalog with `search_collection()`, `get_collection_catalog()`, and `list_collection_datasets()` functions for discovering and exploring collections (#271, @ANAMASGARD). * Added `target_transform_coco_masks()` and `target_transform_trimap_masks()` transformation functions for explicit segmentation mask generation (@ANAMASGARD). From 94050a428ce1a1a899cf569c92885127d8e4a595 Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Wed, 4 Feb 2026 08:44:12 +0100 Subject: [PATCH 22/25] Merge imagenet files. Fix warning, notes and documentation issues --- DESCRIPTION | 3 +- NAMESPACE | 1 + ...-imagenet-dataset.R => imagenet-dataset.R} | 54 +++++++++++++++++++ R/imagenet.R | 52 ------------------ R/models-fcn.R | 6 ++- man/coco_classes.Rd | 8 +-- man/imagenet_classes.Rd | 25 ++++++--- man/tiny_imagenet_dataset.Rd | 2 +- man/voc_classes.Rd | 8 +-- man/voc_segmentation_classes.Rd | 27 ++++++++++ vignettes/examples/fcnresnet.R | 16 +++--- 11 files changed, 123 insertions(+), 79 deletions(-) rename R/{tiny-imagenet-dataset.R => imagenet-dataset.R} (53%) delete mode 100644 R/imagenet.R create mode 100644 man/voc_segmentation_classes.Rd diff --git a/DESCRIPTION b/DESCRIPTION index 2e90d5d8..88f6b158 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -89,7 +89,7 @@ Collate: 'dataset-vggface2.R' 'extension.R' 'globals.R' - 'imagenet.R' + 'imagenet-dataset.R' 'models-alexnet.R' 'models-convnext.R' 'models-convnext_detection.R' @@ -110,7 +110,6 @@ Collate: 'models-vit.R' 'ops-box_convert.R' 'ops-boxes.R' - 'tiny-imagenet-dataset.R' 'transforms-array.R' 'transforms-defaults.R' 'transforms-generics.R' diff --git a/NAMESPACE b/NAMESPACE index f8d49ec1..96c7abf0 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -243,6 +243,7 @@ export(vggface2_dataset) export(vision_make_grid) export(voc_classes) export(voc_label) +export(voc_segmentation_classes) export(whoi_plankton_dataset) export(whoi_small_coralnet_dataset) export(whoi_small_plankton_dataset) diff --git a/R/tiny-imagenet-dataset.R b/R/imagenet-dataset.R similarity index 53% rename from R/tiny-imagenet-dataset.R rename to R/imagenet-dataset.R index a9cb04ca..b5cafd03 100644 --- a/R/tiny-imagenet-dataset.R +++ b/R/imagenet-dataset.R @@ -68,3 +68,57 @@ tiny_imagenet_dataset <- torch::dataset( } ) + +#' ImageNet Class Labels +#' +#' Utilities for resolving ImageNet-1k class identifiers to their corresponding +#' human readable labels. The labels are retrieved from the same source used by +#' PyTorch's reference implementation. +#' +#' @return A character vector with 1000 entries representing the ImageNet-1k +#' class labels. +#' @family class_resolution +#' @export +imagenet_classes <- function() { + url <- "https://raw.githubusercontent.com/pytorch/hub/master/imagenet_classes.txt" + labels <- readLines(url, warn = FALSE) + labels[nzchar(labels)] +} + +#' @param id Integer vector of 1-based class identifiers. +#' @return A character vector with the labels associated with `id`. +#' @family class_resolution +#' @rdname imagenet_classes +#' @export +imagenet_label <- function(id) { + classes <- imagenet_classes() + classes[id] +} + +imagenet_1k_classes <- imagenet_classes +imagenet_1k_label <- imagenet_label + +#' @return A character vector with 21k entries representing the ImageNet-21k +#' class labels. +#' @family class_resolution +#' @rdname imagenet_classes +#' @export +imagenet_21k_classes <- function() { + url <- "https://storage.googleapis.com/bit_models/imagenet21k_wordnet_ids.txt" + ids <- readLines(url, warn = FALSE) + url <- "https://storage.googleapis.com/bit_models/imagenet21k_wordnet_lemmas.txt" + labels <- readLines(url, warn = FALSE) + + data.frame(id = ids, label = labels) +} + +#' @param id Integer vector of 1-based class identifiers. +#' @return A character vector with the labels associated with `id`. +#' @family class_resolution +#' @rdname imagenet_classes +#' @export +imagenet_21k_label <- function(id) { + classes <- imagenet_21k_classes()$label + classes[id] +} + diff --git a/R/imagenet.R b/R/imagenet.R deleted file mode 100644 index 0ae7b7d8..00000000 --- a/R/imagenet.R +++ /dev/null @@ -1,52 +0,0 @@ -#' ImageNet Class Labels -#' -#' Utilities for resolving ImageNet-1k class identifiers to their corresponding -#' human readable labels. The labels are retrieved from the same source used by -#' PyTorch's reference implementation. -#' -#' @return A character vector with 1000 entries representing the ImageNet-1k -#' class labels. -#' @family class_resolution -#' @export -imagenet_classes <- function() { - url <- "https://raw.githubusercontent.com/pytorch/hub/master/imagenet_classes.txt" - labels <- readLines(url, warn = FALSE) - labels[nzchar(labels)] -} - -#' @rdname imagenet_classes -#' @param id Integer vector of 1-based class identifiers. -#' @return A character vector with the labels associated with `id`. -#' @family class_resolution -#' @export -imagenet_label <- function(id) { - classes <- imagenet_classes() - classes[id] -} - -imagenet_1k_classes <- imagenet_classes -imagenet_1k_label <- imagenet_label - -#' @return A character vector with 21k entries representing the ImageNet-21k -#' class labels. -#' @family class_resolution -#' @export -imagenet_21k_classes <- function() { - url <- "https://storage.googleapis.com/bit_models/imagenet21k_wordnet_ids.txt" - ids <- readLines(url, warn = FALSE) - url <- "https://storage.googleapis.com/bit_models/imagenet21k_wordnet_lemmas.txt" - labels <- readLines(url, warn = FALSE) - - data.frame(id = ids, label = labels) -} - -#' @rdname imagenet_classes -#' @param id Integer vector of 1-based class identifiers. -#' @return A character vector with the labels associated with `id`. -#' @family class_resolution -#' @export -imagenet_21k_label <- function(id) { - classes <- imagenet_21k_classes()$label - classes[id] -} - diff --git a/R/models-fcn.R b/R/models-fcn.R index 23fe3936..093e6ea0 100644 --- a/R/models-fcn.R +++ b/R/models-fcn.R @@ -60,7 +60,11 @@ #' } NULL - +#' PASCAL-VOC Class Labels +#' @return A character vector with 21 entries representing the PASCAL-VOC +#' class labels. +#' @family class_resolution +#' @export voc_segmentation_classes <- c( "background", "aeroplane", "bicycle", "bird", "boat", "bottle", "bus", "car", "cat", "chair", diff --git a/man/coco_classes.Rd b/man/coco_classes.Rd index 62b25c5c..6f79689a 100644 --- a/man/coco_classes.Rd +++ b/man/coco_classes.Rd @@ -23,13 +23,13 @@ human readable labels. The labels are retrieved from ultralytics source } \seealso{ Other class_resolution: -\code{\link{imagenet_21k_classes}()}, \code{\link{imagenet_classes}()}, -\code{\link{voc_classes}} +\code{\link{voc_classes}}, +\code{\link{voc_segmentation_classes}} Other class_resolution: -\code{\link{imagenet_21k_classes}()}, \code{\link{imagenet_classes}()}, -\code{\link{voc_classes}} +\code{\link{voc_classes}}, +\code{\link{voc_segmentation_classes}} } \concept{class_resolution} diff --git a/man/imagenet_classes.Rd b/man/imagenet_classes.Rd index 022384a2..936ed4a0 100644 --- a/man/imagenet_classes.Rd +++ b/man/imagenet_classes.Rd @@ -1,8 +1,9 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/imagenet.R +% Please edit documentation in R/imagenet-dataset.R \name{imagenet_classes} \alias{imagenet_classes} \alias{imagenet_label} +\alias{imagenet_21k_classes} \alias{imagenet_21k_label} \title{ImageNet Class Labels} \usage{ @@ -10,6 +11,8 @@ imagenet_classes() imagenet_label(id) +imagenet_21k_classes() + imagenet_21k_label(id) } \arguments{ @@ -21,6 +24,9 @@ class labels. A character vector with the labels associated with \code{id}. +A character vector with 21k entries representing the ImageNet-21k +class labels. + A character vector with the labels associated with \code{id}. } \description{ @@ -31,17 +37,22 @@ PyTorch's reference implementation. \seealso{ Other class_resolution: \code{\link{coco_classes}()}, -\code{\link{imagenet_21k_classes}()}, -\code{\link{voc_classes}} +\code{\link{voc_classes}}, +\code{\link{voc_segmentation_classes}} + +Other class_resolution: +\code{\link{coco_classes}()}, +\code{\link{voc_classes}}, +\code{\link{voc_segmentation_classes}} Other class_resolution: \code{\link{coco_classes}()}, -\code{\link{imagenet_21k_classes}()}, -\code{\link{voc_classes}} +\code{\link{voc_classes}}, +\code{\link{voc_segmentation_classes}} Other class_resolution: \code{\link{coco_classes}()}, -\code{\link{imagenet_21k_classes}()}, -\code{\link{voc_classes}} +\code{\link{voc_classes}}, +\code{\link{voc_segmentation_classes}} } \concept{class_resolution} diff --git a/man/tiny_imagenet_dataset.Rd b/man/tiny_imagenet_dataset.Rd index d8fb7acc..86b59a2a 100644 --- a/man/tiny_imagenet_dataset.Rd +++ b/man/tiny_imagenet_dataset.Rd @@ -1,5 +1,5 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/tiny-imagenet-dataset.R +% Please edit documentation in R/imagenet-dataset.R \name{tiny_imagenet_dataset} \alias{tiny_imagenet_dataset} \title{Tiny ImageNet dataset} diff --git a/man/voc_classes.Rd b/man/voc_classes.Rd index cb00994c..3afbbe2e 100644 --- a/man/voc_classes.Rd +++ b/man/voc_classes.Rd @@ -28,13 +28,13 @@ human readable labels. The labels are retrieved from the dataset. \seealso{ Other class_resolution: \code{\link{coco_classes}()}, -\code{\link{imagenet_21k_classes}()}, -\code{\link{imagenet_classes}()} +\code{\link{imagenet_classes}()}, +\code{\link{voc_segmentation_classes}} Other class_resolution: \code{\link{coco_classes}()}, -\code{\link{imagenet_21k_classes}()}, -\code{\link{imagenet_classes}()} +\code{\link{imagenet_classes}()}, +\code{\link{voc_segmentation_classes}} } \concept{class_resolution} \keyword{datasets} diff --git a/man/voc_segmentation_classes.Rd b/man/voc_segmentation_classes.Rd new file mode 100644 index 00000000..7be05189 --- /dev/null +++ b/man/voc_segmentation_classes.Rd @@ -0,0 +1,27 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/models-fcn.R +\docType{data} +\name{voc_segmentation_classes} +\alias{voc_segmentation_classes} +\title{PASCAL-VOC Class Labels} +\format{ +An object of class \code{character} of length 21. +} +\usage{ +voc_segmentation_classes +} +\value{ +A character vector with 21 entries representing the PASCAL-VOC +class labels. +} +\description{ +PASCAL-VOC Class Labels +} +\seealso{ +Other class_resolution: +\code{\link{coco_classes}()}, +\code{\link{imagenet_classes}()}, +\code{\link{voc_classes}} +} +\concept{class_resolution} +\keyword{datasets} diff --git a/vignettes/examples/fcnresnet.R b/vignettes/examples/fcnresnet.R index ae456f74..f6c70a99 100644 --- a/vignettes/examples/fcnresnet.R +++ b/vignettes/examples/fcnresnet.R @@ -5,8 +5,8 @@ library(torch) url1 <- "https://raw.githubusercontent.com/pytorch/vision/main/gallery/assets/dog1.jpg" url2 <- "https://raw.githubusercontent.com/pytorch/vision/main/gallery/assets/dog2.jpg" -dog1 <- magick_loader(url1) |> transform_to_tensor() -dog2 <- magick_loader(url2) |> transform_to_tensor() +dog1 <- magick_loader(url1) %>% transform_to_tensor() +dog2 <- magick_loader(url2) %>% transform_to_tensor() # Visualizing a grid of images ------------------------------------- @@ -23,11 +23,11 @@ tensor_image_browse(grid) norm_mean <- c(0.485, 0.456, 0.406) norm_std <- c(0.229, 0.224, 0.225) -dog1_prep <- dog1 |> - transform_resize(c(520,520)) |> +dog1_prep <- dog1 %>% + transform_resize(c(520,520)) %>% transform_normalize(mean = norm_mean, std = norm_std) -dog2_prep <- dog2 |> - transform_resize(c(520,520)) |> +dog2_prep <- dog2 %>% + transform_resize(c(520,520)) %>% transform_normalize(mean = norm_mean, std = norm_std) # make batch (2,3,520,520) @@ -54,13 +54,13 @@ mask$dtype segmented1 <- draw_segmentation_masks( - dog1 |> transform_resize(c(520,520)), + dog1 %>% transform_resize(c(520,520)), masks = mask[1,, ], alpha = 0.5 ) segmented2 <- draw_segmentation_masks( - dog2 |> transform_resize(c(520,520)), + dog2 %>% transform_resize(c(520,520)), masks = mask[2,, ], alpha = 0.5 ) From 0cf3b0c470d64ec98382c4024b5c08bfbe495e04 Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Wed, 4 Feb 2026 08:45:24 +0100 Subject: [PATCH 23/25] align ds file names --- R/{imagenet-dataset.R => dataset-imagenet.R} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename R/{imagenet-dataset.R => dataset-imagenet.R} (100%) diff --git a/R/imagenet-dataset.R b/R/dataset-imagenet.R similarity index 100% rename from R/imagenet-dataset.R rename to R/dataset-imagenet.R From 254983728b847988d2baa622e98a0aa429de200c Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Wed, 4 Feb 2026 08:55:18 +0100 Subject: [PATCH 24/25] re-collate --- DESCRIPTION | 2 +- man/imagenet_classes.Rd | 2 +- man/tiny_imagenet_dataset.Rd | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 88f6b158..6c9d5603 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -79,6 +79,7 @@ Collate: 'dataset-fgvc.R' 'dataset-flickr.R' 'dataset-flowers.R' + 'dataset-imagenet.R' 'dataset-lfw.R' 'dataset-mnist.R' 'dataset-oxfordiiitpet.R' @@ -89,7 +90,6 @@ Collate: 'dataset-vggface2.R' 'extension.R' 'globals.R' - 'imagenet-dataset.R' 'models-alexnet.R' 'models-convnext.R' 'models-convnext_detection.R' diff --git a/man/imagenet_classes.Rd b/man/imagenet_classes.Rd index 936ed4a0..33709a1f 100644 --- a/man/imagenet_classes.Rd +++ b/man/imagenet_classes.Rd @@ -1,5 +1,5 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/imagenet-dataset.R +% Please edit documentation in R/dataset-imagenet.R \name{imagenet_classes} \alias{imagenet_classes} \alias{imagenet_label} diff --git a/man/tiny_imagenet_dataset.Rd b/man/tiny_imagenet_dataset.Rd index 86b59a2a..77af8c3a 100644 --- a/man/tiny_imagenet_dataset.Rd +++ b/man/tiny_imagenet_dataset.Rd @@ -1,5 +1,5 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/imagenet-dataset.R +% Please edit documentation in R/dataset-imagenet.R \name{tiny_imagenet_dataset} \alias{tiny_imagenet_dataset} \title{Tiny ImageNet dataset} From 82079f807011b29a934746506f7249f410adf587 Mon Sep 17 00:00:00 2001 From: to94498 Date: Wed, 4 Feb 2026 16:09:01 +0100 Subject: [PATCH 25/25] fix early error with ubuntu graphics system --- R/vision_utils.R | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/R/vision_utils.R b/R/vision_utils.R index 7df449e1..e0b71017 100644 --- a/R/vision_utils.R +++ b/R/vision_utils.R @@ -231,6 +231,13 @@ draw_bounding_boxes.image_with_bounding_box <- function(x, ...) { coco_polygon_to_mask <- function(segmentation, height, width) { rlang::check_installed("magick") + # Handle empty polygon list early to avoid graphics device issues + if (length(segmentation) == 0) { + mask_logical <- matrix(FALSE, nrow = height, ncol = width) + mask_tensor <- torch::torch_tensor(mask_logical, dtype = torch::torch_bool()) + return(mask_tensor) + } + mask_img <- magick::image_blank(width = width, height = height, color = "black") mask_img <- magick::image_draw(mask_img)

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