Human-Activity-Detection

A python application, API, Web Application to detect human activity using transformers

Setup

# since pytorch is installed differently on different platforms visit https://pytorch.org/get-started/locally/
# to install it (torch and torchvision) packages are required

pip install fastapi numpy opencv-python transformers \ 
    python-multipart transformers gunicorn uvicorn

Run the application

API

cd backend
uvicorn app:app --reload --port 5000

Python script

python3 activity-detection-webcam.py

Frontend

Requires backend running on port 5000, just use index.html