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Get-Fit

Description

A FastApi Backend for detecting and classifying the type of exercise a person is performing in order to get fit

Proposed TechStack

  • Python
  • Yolov8(for model training refer:ultralytics)
  • FastAPI(for creating API endpoints)
  • Docker(For dockerising the entire content for hosting)
  • Cvat(For annotation purpose)

Steps to Start our WebApp:

  • First CLone the repository
  • Create a Virtual Environment and activate it
  • pip install requirements.txt (basically fastapi ultralytics streamlit phonenumbers geopy PIL pathlib)
  • Run python startscript.py to start the server