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README.md

pytorch-fcn

PyPI Version Python Versions GitHub Actions

PyTorch implementation of Fully Convolutional Networks.

Requirements

Installation

git clone https://github.com/wkentaro/pytorch-fcn.git
cd pytorch-fcn
pip install .

# or

pip install torchfcn

Training

See VOC example.

Accuracy

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.

Cite This Project

If you use this project in your research or wish to refer to the baseline results published in the README, please use the following BibTeX entry.

@misc{pytorch-fcn2017,
  author =       {Ketaro Wada},
  title =        {{pytorch-fcn: PyTorch Implementation of Fully Convolutional Networks}},
  howpublished = {\url{https://github.com/wkentaro/pytorch-fcn}},
  year =         {2017}
}

项目简介

🚀 Github 镜像仓库 🚀

源项目地址

https://github.com/wkentaro/pytorch-fcn

发行版本

当前项目没有发行版本

贡献者 3

K Kentaro Wada @Kentaro Wada
M Matt Barnes @Matt Barnes
L Lyken Syu @Lyken Syu

开发语言

  • Python 100.0 %