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-0.0.2b20210313.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20210313.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20210313.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/4.59.0 CPython/3.7.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | b59a234237551c7d13c03c9446b76ce626aac1299b2ac998c28d7240abc2ba12 |
|
| MD5 | 955311cb9cf36b22803a60f6563c89bd |
|
| BLAKE2b-256 | 3ea6dd6a763d7832dd7942216e7348f9b0f9547b50da8ae3ab6ca2f1f8cd00e7 |
File details
Details for the file rfconv-0.0.2b20210313-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20210313-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/4.59.0 CPython/3.7.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 85bf9c196b923085aee313b538ef638d6365daab6f66565cd80e890f2861b87a |
|
| MD5 | 0ca56d96927faaa23fd3dc739b46eace |
|
| BLAKE2b-256 | 9e56b5882ef50861bb7a542c45ed7db8e64154ad3037c43d40895449430ecc37 |
