Objectron : 3D Object Detection Web App

Introduction

This repository hosts a web-based implementation of the MediaPipe Objectron model, enabling real-time 3D object detection directly in your web browser. The application utilizes your webcam or allows you to upload images for object detection.

Live version

• Check out the live version of the Object Detector solution by Google MediaPipe
• https://husseinhhameed.github.io/OBJECTRON-3D-object-detection/

Features

• Real-Time Detection: Utilizes your webcam to detect objects in 3D.
• Browser-Based: No additional software installation required; runs entirely in the browser.

Technology Stack

• MediaPipe: Employs the Objectron model for 3D object detection.
• JavaScript: Manages application logic.
• HTML5/CSS3: Ensures a responsive and modern UI.

Resources

• 1: https://developers.google.com/mediapipe/solutions/vision/object_detector
• 2: https://paperswithcode.com/dataset/objectron
• 3: https://github.com/google-research-datasets/Objectron
• 4: https://arxiv.org/abs/2012.09988
• 5: https://mediapipe.readthedocs.io/en/latest/solutions/objectron.html