/YOLO-Streamlit

This repo contains pretrained yolo for Image and Video and Streamlit is used to serve it as webapp

Primary LanguagePython

YOLO-Streamlit

YOLO v3 object detection algorithm well known for speed on par with accuracy. It is a single trainable network unlike other Object detection algorith with two network.
This repo contain yolov3 pretrained weights and inference is done through opencv.
Streamlit is used as an webapp to give a fancy GUI to the complex backend algorithm. This has option to infer on images and videos, it contains a confidence slider in it too.

TODO

  • Inference
    • Image
    • Videos
    • Camera feed
  • Performance
  • Webapp
    • Customization

Demo

Image

Video

video