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Streamlit web app for real-time 3D object detection using MediaPipe's Objectron model – supports video and image modes.

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Yamini-Eshwar/objectron-3d-detector

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MediaPipe Objectron - 3D Object Detection Web App

This is a Streamlit web application that utilizes MediaPipe's Objectron model to detect and visualize 3D objects (like shoes, cups, chairs, and cameras) in images or videos. It provides a user-friendly interface with real-time processing for videos and beautiful visualization effects for image detection.

🚀 Features

  • Detects 3D bounding boxes for objects like Chair, Cup, Shoe, Camera
  • Two Modes:
    • Image Detection – Select preloaded images for object detection
    • Video Detection – Upload and analyze your own videos
  • Interactive sidebar to choose:
    • Detection mode
    • Object type or image
  • Custom background image support
  • Beautiful UI with CSS styling and image rendering using HTML and Base64

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Streamlit web app for real-time 3D object detection using MediaPipe's Objectron model – supports video and image modes.

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