pytorch-fcn
PyTorch implementation of Fully Convolutional Networks.
Requirements
Installation
git clone https://github.com/wkentaro/pytorch-fcn.git
cd pytorch-fcn
conda install pytorch torchvision -c pytorch
pip install .Training
See VOC example.
Accuracy
At 10fdec9.
| Model | Implementation | epoch | iteration | Mean IU |
|---|---|---|---|---|
| FCN32s | Original | - | - | 63.63 |
| FCN32s | Ours | 11 | 96000 | 62.84 |
| FCN16s | Original | - | - | 65.01 |
| FCN16s | Ours | 11 | 96000 | 64.91 |
| FCN8s | Original | - | - | 65.51 |
| FCN8s | Ours | 7 | 60000 | 65.49 |
| FCN8sAtOnce | Original | - | - | 65.40 |
| FCN8sAtOnce | Ours | 11 | 96000 | 64.74 |
