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-0.0.2b20200813.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20200813.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20200813.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 | 4172d5d6916ed989e6bf0d6047717bde2a2aed02b0270e45295db2c4c962ea4e |
|
| MD5 | 14493fee612a035075d9f9a5d11013a9 |
|
| BLAKE2b-256 | 5fc47f1f4a2cbdde780242f6cc290b945f435c2a4e7b4f60a0c6ba43402dd53a |
File details
Details for the file rfconv-0.0.2b20200813-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20200813-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 | 9ac0cfab99441c71c56f29cd59f65105edf847282986cdb2ed34a4e1cb2eb33a |
|
| MD5 | fe89b6f9bbef3ff24f290b60b987c883 |
|
| BLAKE2b-256 | 576c833638123f63d439da4fc5fb810f232fd69853c6e8cbe827ca6cce2efe7e |
