Do you have any plans to use tensorflow or caffe to implement this paper?

[zsz02]

Your working is very nice !!!
Do you have any plans to use tensorflow or caffe to implement this paper?

[peiyunh]

I do have a Caffe version that I may release later.

[chinakook]

I think caffe is not a good choice because the matconvnet has net.conserveMemory mechanism to aggressively conserve memory when inferencing a large upsampled image(5000x5000) while caffe have not any memory management schema. CNTK or mxnet may be a good choice as they gracefully support DAG memory sharing technology(same or not same to matconvnet's conserveMemory) to deal with the huge resnet101-fcn like model when processing large photo.

[MaxLingwei]

@peiyunh I have already converted matconvnet model to caffemodel. But the problem is just like what @chinakook said, I can't test a image whose size is more than 1000 * 600, because of out of gpu memory. So please tell me how you solve the problem if you have any spare time. Thank you very much！

[chinakook]

@MaxLingwei I have ported a MXNet implementation which is high performant and momory efficiency as the peiyun's Matconvnet implementation. please refer to https://github.com/chinakook/hr101_mxnet

[MaxLingwei]

@chinakook Thank you for your information. I just resized the img and got a good result as using its original size. And I can use caffe after resized it.

[helxsz]

@peiyunh It will be anticipated to see the caffe version

[kunal10]

Has anyone implemented a Tensorflow version ?

[peiyunh]

If you have implemented a Tensorflow version, do let me know!

[alexattia]

If someone wants to collaborate to implement it with Keras (TensorFlow backend), let me know ! I began to work on it but I don't know Matlab enough

[jmu201521121021]

Can you commit a caffe version?

[MaxLingwei]

@jmu201521121021 @helxsz i have written a script which can transform a matconvnet model to cafemodel. https://github.com/MaxLingwei/MatConvNet2caffe

[helxsz]

@MaxLingwei Thanks, also like to know the caffe version

[takecareofbigboss]

hi @peiyunh appreciate ur nice work, very happy to see ur plan on releasing the version of caffe. I plan to realize ur tiny face on caffe framework, so it would be helpful to let me know when will you release it?

[fsalmasri]

Is it possible to have the caffe version?

[chinakook]

A newer face detection based on tiny face named SSH is open.
https://github.com/mahyarnajibi/SSH