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Simple responsive web page to visualize the object detection provided by the YOLOv8 model using FastAPI and React.js.

Setup

Backend

FastAPI

  • cd backend

  • virtualenv myenv

  • source myenv/bin/activate

  • python3 -m pip install -r requirements.txt

Run
  • cd objectDetectionAPI

  • uvicorn main:app --reload

Frontend

React and Run

  • cd frontend

  • npm install

  • npm run dev

Images

  • Main web page.

  • After sending an image.

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Object detection using a YOLOv8 model with FastAPI and React

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