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-0.0.2b20201017.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20201017.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20201017.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/4.50.2 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | cc7294436b24e973505ae00ee54a807ad4a97a5797363dcfd9136a886e021478 |
|
| MD5 | 2dfaeab7d804763942423fd20e7af487 |
|
| BLAKE2b-256 | 7b288ad5e5c047e1623c4c3f42528405bdcc6988e3ccbc8a9489193defa21de0 |
File details
Details for the file rfconv-0.0.2b20201017-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20201017-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/4.50.2 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 6fc839b935ca5e6ea3098e38e441e79c0c1b2d9f4a06dae119730c0b32d15e5e |
|
| MD5 | ce8ba34e8ca2ac94b1fd2d10d48566cc |
|
| BLAKE2b-256 | c53d32554fcbca854513168f32d575074cff4efea1c13c981150bdb4a6bf93f5 |
