Rectified Convolution
Project description
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:
cd scripts/dataset/
# assuming you have downloaded the dataset in the current folder
python prepare_imagenet.py --download-dir ./
Test Model
# use resnest50 as an example
cd scripts/
python verify.py --model resnet50 --crop-size 224
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
rfconv-0.0.2b20210305.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20210305.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20210305.tar.gz
- Upload date:
- Size: 8.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.58.0 CPython/3.7.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | d0a177ac62a26227931b64f885b6a3c9eb6b2d6b5cc8afaf4ff49f906213e483 |
|
| MD5 | b80175ae447c3ebfe22f6f974c1e4206 |
|
| BLAKE2b-256 | 7eabc90ea3f81628de0a0b77aec78c0cbd8c3d6b3300d94f205a8cc6bc14515d |
File details
Details for the file rfconv-0.0.2b20210305-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20210305-py3-none-any.whl
- Upload date:
- Size: 16.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.58.0 CPython/3.7.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 5f84658f16e427abb7de3831e6582bf5f058bb40a4c1da01c83575775b522a1e |
|
| MD5 | 932113b5ac25f3199631dedf6e1cac8d |
|
| BLAKE2b-256 | f06572ac3fbb388970726192f9c6d04b3a471a073ede626a48677122a43d4497 |
