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3D Object Detection

On‑device 3D object detection with TFLite

A sample app for Ubuntu integrating the 3D‑Deep‑BOX model via TFLite Runtime. A 2D detector locates objects in each frame and a second network estimates their 3D orientation and dimensions, which are solved into oriented 3D boxes and drawn on the frame. It uses GStreamer for input video and provides a minimal web interface to stream output frames suitable for embedded applications.

1. Choose a compatible model
2. Get source code and dependencies
3. Build and run app

Information

Operating System

Ubuntu 24.04+

Language

Python

Runtime

TFLite

Use Case

Object Detection

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