Stream CARS TRACKING using FastAPI and ReactJS

!!! Note*: FPS can be extremely low because object recognizer is run on CPU (not GPU).

Requirements

• Docker
• Docker-compose

What can be learned from this repo?

• Object recognition:
  • Yolo 11
  • Onnx
• Object tracking:
  • Deep SORT
• Streaming data:
  • FastAPI
  • ReactJS
• Deploy:
  • Docker
  • Ngrok

How to run

First, clone the repository.

git clone https://github.com/HoangPham3003/Yolo11-Tracking-FastReact.git
cd Yolo11-Tracking-FastReact

Second, in docker-compose file, replace this field by your Ngrok AUTHENTOKEN

NGROK_AUTHTOKEN=[NGROK AUTHTOKEN]

Finally, run 2 shell script file. Note that it should open a endpoint gate in ngrok after run the first shell script file run_ngrok. I can be found in dashboard of Ngrok.

sh run_ngrok.sh
sh run_docker.sh