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-0.0.2b20200825.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20200825.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20200825.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/4.48.2 CPython/3.7.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 05daf82557e0aad7e832dc39835d038c3574b7986a3b621bbdb95e57e770f470 |
|
| MD5 | 70c4a7dbc7e531c49ec9fa7f66177f5d |
|
| BLAKE2b-256 | 76246a9cc88b39ad6c92d7ad7e60f2b3fc9561a8a9e98234554367e58534686c |
File details
Details for the file rfconv-0.0.2b20200825-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20200825-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/4.48.2 CPython/3.7.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | ecef9451f69efc9f45ff01fdd9554af308b46976da06d60b971eea7f68d43eef |
|
| MD5 | d7726b359947135ccd867da4cd70420e |
|
| BLAKE2b-256 | e4d415ba71924688f0649e899d7e792797dd577a00810cfcbc0b13ee6c9645b5 |
