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-0.0.2b20210119.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20210119.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20210119.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/4.56.0 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | b1f73a870aff0fed5aed5666f6822d6ca7c7b7827b6079d3cd6f03338c2fca7d |
|
| MD5 | 63405936f799ee12d18686fab772f9d6 |
|
| BLAKE2b-256 | f2e39908e2edfa51cf674b5176ff513c04e5c20d1ce30135216c9a3222c3b7df |
File details
Details for the file rfconv-0.0.2b20210119-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20210119-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/4.56.0 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 176821edcbee3fe7ab880d7a1c28b81c81b63d8d79f81e48201810fc54df3443 |
|
| MD5 | 07d465e9cbb7d1b8b7f2e2cf83d47564 |
|
| BLAKE2b-256 | 0f5b0188b0ef138ad4dc330d79947c856cf315c9384695ca48130e1bcaacd351 |
