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REAL-TIME OBJECT DETECTION WITH FLASK WEB SERVER

Object Detection on real time images and videos with predictions and bounding boxes with hosted flask server

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REAL-TIME OBJECT DETECTION WITH FLASK WEB SERVER

Object Detection on real time images and videos with predictions and bounding boxes with hosted flask server

The problem REAL-TIME OBJECT DETECTION WITH FLASK WEB SERVER solves

  • Created a Deep learning WebApp which identifies various objects in the image provided by the user and label them from
    20 predefined labels along with their bounding box predictions
  • Developed Flask backend with MobileNet and single shot detection algorithm using PyTorch and used AWS S3 Buckets
    for scalability serving over 500 users per month

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