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-0.0.2b20210219.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20210219.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20210219.tar.gz
- Upload date:
- Size: 8.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | c1080f38f84986126e8df2200a9f05f5ea428775288ae0a593090a71f85bb65d |
|
| MD5 | e8f7799de58b793c082ba4671fcee6f0 |
|
| BLAKE2b-256 | 4fd35586af2feffd3c7f5af39b18fd7adc319dd0bcccf5490e6b703759eeb3f8 |
File details
Details for the file rfconv-0.0.2b20210219-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20210219-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/1.7.0 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | a22791f79260fe094998fcc2ed980297c6b52fc3929e6723d20fb062a28ab246 |
|
| MD5 | b8f9d5e3ec5578841f92ce0b0fa13590 |
|
| BLAKE2b-256 | 4bd0d6f5317b334fe7a9bb9ab673821f1cbeff6600d3ff761825badbc270e766 |
