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-0.0.2b20210131.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20210131.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20210131.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/4.56.0 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 4bc339c8fc1bfbd3d857b4255e112f034c9fa5dc3056064435cadb78e4d43492 |
|
| MD5 | da0847a79efadac56d1549a3abddd40a |
|
| BLAKE2b-256 | e32eb2168e07ae39293a6a38ad81b2b03d95becc42cb4c482c3e0e359a69249b |
File details
Details for the file rfconv-0.0.2b20210131-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20210131-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/4.56.0 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 29ad5f00de80f3b67f05f71f0223bff7711c1b3e0a4e1cf4aec035dad99fa201 |
|
| MD5 | e485cd334dafbd49b9e5996ff5182d83 |
|
| BLAKE2b-256 | ab27ee3a2e914e7a9efec47f1737473f9f0956b211e6c2bfccf06625f3190861 |
