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-0.0.2b20210103.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20210103.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20210103.tar.gz
- Upload date:
- Size: 8.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.55.1 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 40e47e3e0d3e9372bedd2759c8ba2ea6ddf7f0ef1667bd08074f6d074968bbab |
|
| MD5 | 4c83a74e4ebfa49b4de52a376c660040 |
|
| BLAKE2b-256 | e8a483f0725bfaaf7a58fa4e7e8f7cb1d283d749bcaa25875c9cc5baa53f664a |
File details
Details for the file rfconv-0.0.2b20210103-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20210103-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/1.6.1 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.55.1 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 4f94b4bd38988a7a2b7b513070064220b6fd7c4ecbf3ca1c1d8643b0b3d48d96 |
|
| MD5 | fe82ecff1dda82b8b72849a7ad4deb2f |
|
| BLAKE2b-256 | 9fae51d1f6d710009c90ccf40075fc49b30c16de2ec9efc102fce79f05177ab1 |
