Pre-release
This release is a pre-release and may not be stable for production use.
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
1 maintainer
Release files for rfconv 0.0.2b20201003
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| rfconv-0.0.2b20201003.tar.gz | 8.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| rfconv-0.0.2b20201003-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 24.4 kB
Release files / rfconv-0.0.2b20201003.tar.gz
| Download URL | rfconv-0.0.2b20201003.tar.gz |
|---|---|
| Size | 8.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
b0feeca19303cc6f0196603517cb5520eccdc0a2f9e87ca682bfe218cf8c5bec
|
|
BLAKE2b-256 checksum How to use checksums |
70b572e7d3c88c11ef47e01fc2810646ef5de89f7573cf4dd56650c56c069abc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is 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/4.50.0 CPython/3.7.9
|
Release files / rfconv-0.0.2b20201003-py3-none-any.whl
| Download URL | rfconv-0.0.2b20201003-py3-none-any.whl |
|---|---|
| Size | 16.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
073ed4b0b4a61fa5e0a6f2e23878ae75a8fa448a656c86502e980a1e4bd85652
|
|
BLAKE2b-256 checksum How to use checksums |
a344a3135e09e56a45e1e3cc831fb1992d69a4d60d4cbd99d8ca29d3792c7824
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is 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/4.50.0 CPython/3.7.9
|
