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-0.0.2b20210218.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20210218.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20210218.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/4.57.0 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 7e168c3136df82cce6c6a11b9345351ee42f07e75c2a24b608f3091a860c267c |
|
| MD5 | df173500f7e7d295bad52d26b365dee4 |
|
| BLAKE2b-256 | a76ed7271368ef149151dc9b5300b5698af98bbc6b86b2dd879bedf4c4b55f1f |
File details
Details for the file rfconv-0.0.2b20210218-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20210218-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/4.57.0 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 79b1dcb7f52aca1ec54a05c8967a22e2296ef826e8ecd0f932b01fe4ec00a862 |
|
| MD5 | 44fdc69b1e63c369fd7f797f366bb906 |
|
| BLAKE2b-256 | 64711ebe389167f27924724b496da1972db6e11f17c67f722624bf7c33225c51 |
