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Combining FCN (U-net, DeepEM-net) with CRNN(convolution LSTM and GRU, deconvolution one) for EM image segmentation

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Xiaomi2008/FCN-CRNN-Segmentation

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FCN-CRNN-Segmentation

This is impelmentation of " Recurrent endoder-decoder networks for dense prediction ", which combine FCN (U-net, DeepEM-net) with CRNN(convolution LSTM and GRU, deconvolution one) for EM image segmentation.

Required library

Keras, Theano

Code

Run train_predict.py for training or prediction. To predict/train specific model change mode name accordingly.

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Combining FCN (U-net, DeepEM-net) with CRNN(convolution LSTM and GRU, deconvolution one) for EM image segmentation

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