https://github.com/rishiraj824/adaptive_wiener_filters

Locally Adaptive Wiener Filters for Image Denoising
https://github.com/rishiraj824/adaptive_wiener_filters

adaptive-wiener-filters denoising image-processing opencv-filtering signal-processing wiener-filter

Last synced: 10 days ago
JSON representation

Locally Adaptive Wiener Filters for Image Denoising

• Host: GitHub
• URL: https://github.com/rishiraj824/adaptive_wiener_filters
• Owner: rishiraj824
• Created: 2020-05-12T01:33:49.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-05-15T20:40:46.000Z (over 4 years ago)
• Last Synced: 2024-11-29T18:18:45.914Z (2 months ago)
• Topics: adaptive-wiener-filters, denoising, image-processing, opencv-filtering, signal-processing, wiener-filter
• Language: Python
• Homepage:
• Size: 1.79 MB
• Stars: 5
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
### Locally Adaptive Wiener Filters

This [demo](https://github.com/rishiraj824/adaptive_wiener_filters/blob/master/demo/WienerFilters.ipynb) discusses

denoising using locally adaptive Wiener Filters.

##### Requirements to run this app: python3, cv2, numpy, whitenoise

To run the Django app, run the following steps:

- `git clone https://github.com/rishiraj824/adaptive_wiener_filters.git`

- `python manage.py makemigrations`

-  `python manage.py migrate`

- `python manage.py createuser`

- `python manage.py runserver`

- Login here with the credentials, http://127.0.0.1:8000/admin

Open Postman to use the following API:

```

curl --location --request POST 'http://127.0.0.1:8000/upload' \

--header 'Content-Type: multipart/form-data' \

--header 'Cookie: csrftoken=2cOkPfRynq7rfYClEITWDBovmvOjeOtuqtcJvkx0caMyrWoDvNJDaX6pbbaafclo' \

--form 'image=/path/to/image.jpg' \

--form 'name=blur.jpg'

--form 'color=false'

```