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-0.0.2b20200905.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20200905.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20200905.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/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | e2504e49498dad2b77b415f113febf1f9a92ea5c368f607ea677290815fd8693 |
|
| MD5 | f1f9fb1f9788c305e843efb4ab92b516 |
|
| BLAKE2b-256 | 3036a7a79935aa7c5def4dc19cf17cb6eef0e275b6d9927c9ccb185589d83776 |
File details
Details for the file rfconv-0.0.2b20200905-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20200905-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/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 363cd76e9c08bd4f398c18a7c5ff3bd844b96a3eec0472e69a68e014cc9ef162 |
|
| MD5 | 300d4c7f3cc72339f6ba9273c0e1abd4 |
|
| BLAKE2b-256 | ac3b2c5c02495d479d77db9e315f05cd4fe4df2860787ea3ed9f4bb6e5426c12 |
