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 0.0.2b20210114
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-0.0.2b20210114.tar.gz | 8.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| rfconv-0.0.2b20210114-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 24.3 kB
Release files / rfconv-0.0.2b20210114.tar.gz
| Download URL | rfconv-0.0.2b20210114.tar.gz |
|---|---|
| Size | 8.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
5db898ef73e1d7b02ad749e0165433bf45e6937e65900992b03e3186b0370017
|
|
BLAKE2b-256 checksum How to use checksums |
5f3bc6c63fc80540ba4622f3b186fd193a4f549a1f4702a153752d588cb910bd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.9
|
Release files / rfconv-0.0.2b20210114-py3-none-any.whl
| Download URL | rfconv-0.0.2b20210114-py3-none-any.whl |
|---|---|
| Size | 16.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
e5d169e5e0f96291cb199f097dc6910fb1b593890919d2eb97774c8eb76d1218
|
|
BLAKE2b-256 checksum How to use checksums |
b392572f3bf9abf10ca2506b6b9893d83d64dfc076364adec6958882567aab2b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.9
|
