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-0.0.2b20200808.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20200808.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20200808.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 | 48aefd6dcaad74ce8d88749f8d12db499fe69c3fbafa8028181776eebfae1de8 |
|
| MD5 | aa29cbda02e059ab2ac3f2c1b814174a |
|
| BLAKE2b-256 | a6adb6ae91c56baf1f00d8e1ad5330d73cad667cfe3a9abcd31edd1103040b1c |
File details
Details for the file rfconv-0.0.2b20200808-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20200808-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 | f5c3f43d61e2a512ab11f08c55caa4c2151147622a82625363a94c1cec5db76a |
|
| MD5 | e8eeedcece817b443fef374e5427ac9b |
|
| BLAKE2b-256 | ec226af1fea46fe6ef13c4d26b353f1afbc33cc12953a26ad44d05d995517b22 |
