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-0.0.2b20201010.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20201010.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20201010.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/4.50.2 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 04c2a247cd8da66318ea4883b1b016d9cf3ee8bede5edce0e9ee4a9a6a5f4115 |
|
| MD5 | 993a75909bda4523a5ac273793f07199 |
|
| BLAKE2b-256 | c087050e837c7f357e7dfbfaaf458491105dd42e781d8c109ae013a831f3635d |
File details
Details for the file rfconv-0.0.2b20201010-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20201010-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/4.50.2 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 66ebcf016982bda77bfdc72b4357fc9583817ee9599b4a7c246f2fb5923d98c6 |
|
| MD5 | f7e84a009b6b1d3d69c9f7ce9ab4c72f |
|
| BLAKE2b-256 | 9634f6cc6bbd7f0171884743eb0647e40ff3abdf9e9794558842107e2f97892e |
