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Fix #1224: fix forward input image normalization issue in examples #1230

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Fix #1224: fix forward input image normalization issue in examples #1230

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1,972 changes: 972 additions & 1,000 deletions examples/binary_segmentation_intro.ipynb
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3 changes: 3 additions & 0 deletions examples/camvid_segmentation_multiclass.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -574,6 +574,9 @@
" self.test_step_outputs = []\n",
"\n",
" def forward(self, image):\n",
" # Convert image tensor to float and scale to [0, 1]\n",
" image = image.float() / 255.0\n",
"\n",
" # Normalize image\n",
" image = (image - self.mean) / self.std\n",
" mask = self.model(image)\n",
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3 changes: 3 additions & 0 deletions examples/cars segmentation (camvid).ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -535,6 +535,9 @@
" self.test_step_outputs = []\n",
"\n",
" def forward(self, image):\n",
" # Convert image tensor to float and scale to [0, 1]\n",
" image = image.float() / 255.0\n",
"\n",
" # normalize image here\n",
" image = (image - self.mean) / self.std\n",
" mask = self.model(image)\n",
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