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-0.0.2b20210109.tar.gz
(8.2 kB
view details)
Built Distribution
File details
Details for the file rfconv-0.0.2b20210109.tar.gz.
File metadata
- Download URL: rfconv-0.0.2b20210109.tar.gz
- Upload date:
- Size: 8.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.55.1 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 8f9b0c9dba954cfc09b3f5809ae472edad04d9a356557988b43abb02fb716a1b |
|
| MD5 | 12a6a90f98baf394bee196264c239f34 |
|
| BLAKE2b-256 | b8e2f6bb2df833b1f006da141bb5bd3fc6e0a3589820c68d93d40c09388c5b81 |
File details
Details for the file rfconv-0.0.2b20210109-py3-none-any.whl.
File metadata
- Download URL: rfconv-0.0.2b20210109-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/1.6.1 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.55.1 CPython/3.7.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | bcf81e04a14f120de1720b5833a5904afbb7b21f14df64e661dffb73a81a0332 |
|
| MD5 | 6325153df590d9e642be0dc28d46a84d |
|
| BLAKE2b-256 | 5fa1556b9c204e0d286f830e851a9dcdb3889459afb384c307aa4d8b85626b8a |
