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PyTorch Implementation of Fully Convolutional Networks.

Project description


PyPI Version Python Versions Build Status

PyTorch implementation of Fully Convolutional Networks.



git clone
cd pytorch-fcn
pip install .

# or

pip install torchfcn


See VOC example.


At 10fdec9.

Model Implementation epoch iteration Mean IU Pretrained Model
FCN32s Original - - 63.63 Download
FCN32s Ours 11 96000 62.84
FCN16s Original - - 65.01 Download
FCN16s Ours 11 96000 64.91
FCN8s Original - - 65.51 Download
FCN8s Ours 7 60000 65.49
FCN8sAtOnce Original - - 65.40 Download
FCN8sAtOnce Ours 11 96000 64.74
Visualization of validation result of FCN8s.

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