README.rst

GStreamer Based General Applications ================================

Where to Begin?

For the starting point Hailo provides a Sanity Pipeline that helps verify that the installation phase went well.

Important

Example applications performance varies on different hosts (affected by the host's processing power and throughput).

1. Sanity Pipeline - Helps you verify that all the required components are installed correctly
2. Detection - single-stream object detection pipeline on top of GStreamer using the Hailo-8 device.
3. Depth Estimation - single-stream depth estimation pipeline on top of GStreamer using the Hailo-8 device.
4. Instance segmentation - single-stream instance segmentation on top of GStreamer using the Hailo-8 device.
5. Multi-stream detection - Multi stream object detection (up to 8 RTSP camera into one Hailo-8 chip).
6. Face Detection and Facial Landmarking Pipeline - Face detection and then facial landmarking.
7. Tiling - Single scale tiling detection application.
8. Multi-stream Multi-device - Demonstrate Hailo's capabilities using multiple-chips and multiple-streams.
9. Python - Classification app using resnet_v1_50 with python post-processing.
10. License Plate Recognition - LPR app using yolov5m vehicle detection, tiny-yolov4 license plate detection, and lprnet OCR extraction with Hailonet network-switch capability.
11. Multi Person Multi Camera Tracking Pipeline - Tracking persons across multiple streams.
12. Century Pipeline - Detection Pipeline with multiple devices.