Metadata-Version: 2.1
Name: rfconv
Version: 0.0.2b20210213
Summary: Rectified Convolution
Home-page: https://github.com/zhanghang1989/RFConv
Author: Hang Zhang
Author-email: zhanghang0704@gmail.com
License: Apache-2.0
Description: [![PyPI](https://img.shields.io/pypi/v/rfconv.svg)](https://pypi.python.org/pypi/rfconv)
        [![PyPI Pre-release](https://img.shields.io/badge/pypi--prerelease-v0.0.2-ff69b4.svg)](https://pypi.org/project/rfconv/#history)
        [![pytest](https://github.com/zhanghang1989/RFConv/workflows/pytest/badge.svg)](https://github.com/zhanghang1989/RFConv/actions)
        [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
        
        # RFConv
        Rectified Convolution
        
        
        ## Pretrained Model
        
        | model            | baseline | rectified |
        |------------------|----------|-----------|
        | ResNet-50        | 76.66    | 77.10     |
        | ResNet-101       | 78.13    | 78.74     |
        | ResNeXt-50_32x4d | 78.17    | 78.48     |
        | ResNeSt-50_2s8x  | 78.73    | 79.38     |
        
        
        ## Verify Models:
        
        
        ### Prepare ImageNet dataset:
        
        ```bash
        cd scripts/dataset/
        # assuming you have downloaded the dataset in the current folder
        python prepare_imagenet.py --download-dir ./
        ```
        
        ### Test Model
        
        ```bash
        # use resnest50 as an example
        cd scripts/
        python verify.py --model resnet50 --crop-size 224
        ```
Platform: UNKNOWN
Description-Content-Type: text/markdown
