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-0.0.2b20201025.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20201025.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20201025.tar.gz
- Upload date:
- Size: 8.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.0 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 | 1152b92c4d05902fb7f2f040d1dda7872a7c26462f2efac5beda268bb9cfa8fc |
|
| MD5 | 61913f0b3c4002261125a2c8ade13fca |
|
| BLAKE2b-256 | b5ee795704898c64ffb673fe837c84cfda832d2d7fed60eb53dcba495efbbd23 |
File details
Details for the file rfconv-0.0.2b20201025-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20201025-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/1.6.0 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 | 2249b33585338548a3646efa8a3eba018d10e87ada0256db802e521b0c446104 |
|
| MD5 | f17a0827b2e3ccf2a34fb4d89b501872 |
|
| BLAKE2b-256 | edf9b33800f00efbd0a2e2bd9159e714c64563782444a499b9044e115632f177 |
