https://github.com/sirmaxx/fastapi_deepface
Example for deepface ,aync,websocket fastapi integration
https://github.com/sirmaxx/fastapi_deepface
deepface fastapi haarcascade-frontalface websocket
Last synced: 3 months ago
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Example for deepface ,aync,websocket fastapi integration
- Host: GitHub
- URL: https://github.com/sirmaxx/fastapi_deepface
- Owner: SirmaXX
- Created: 2024-04-21T01:03:04.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-06-17T23:30:16.000Z (12 months ago)
- Last Synced: 2025-01-28T22:25:40.747Z (4 months ago)
- Topics: deepface, fastapi, haarcascade-frontalface, websocket
- Language: HTML
- Homepage:
- Size: 521 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Realtime emotion detection service
Built with FastApi,DeepFace,echarts
Its answer for "how to entegrated haarcascade model to ui"
## usage
If you type with an order ,you will get output like mine.
```
virtualenv venv
```
```
source venv/bin/activate
```
```
(venv)... $ pip install -r requirements.txt
```
```
uvicorn main:app --reload
```
## Output
You will see output like that
### Resources
1. https://docs.opencv.org/4.x/dd/d43/tutorial_py_video_display.html
2. https://www.geeksforgeeks.org/python-opencv-capture-video-from-camera/
3. https://www.geeksforgeeks.org/facial-expression-detection-using-deepface-module-in-python/
4. https://pyimagesearch.com/2019/09/02/opencv-stream-video-to-web-browser-html-page/#download-the-code
5. https://github.com/tien02/face_recognition_api/blob/main/app/config.py