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
Compatible Models
Information
Operating System
Ubuntu 24.04+Language
PythonRuntime
TFLite
Use Case
Object Detection
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