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-0.0.2b20200821.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20200821.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20200821.tar.gz
- Upload date:
- Size: 8.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.7.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 17ac21efed3c08d51431d1661bf133544bf785600d32bb9f50c7b13d6ea1657a |
|
| MD5 | 62117e37128db7723a7d681c745c91a0 |
|
| BLAKE2b-256 | cf348248759893b6a0d67c43a20e04bb844d735d74ce51e53ed1672616773f09 |
File details
Details for the file rfconv-0.0.2b20200821-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20200821-py3-none-any.whl
- Upload date:
- Size: 16.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.7.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 7e73fc9db2e1d001bfb0ba3858daeeb5ee426c39b8247e4886d2c962cf87100c |
|
| MD5 | efc41dc75b42169ccf179bfc0d03c3c9 |
|
| BLAKE2b-256 | 4be32c4c4fbf8793d44444cf6c8913bb70b7d11a8660cb78d771826e272940c1 |
