Hello All,
I am New to hailo and am working with Hailo8 for the first time,. and am evaluating its use for the purpose given below.
I seek some insights and help for the same.
Objective:
I’m exploring the feasibility of running LPRnet.hef for OCR-based license plate recognition on Hailo8 with Raspberry Pi 5 as the host. However, I couldn’t find any example code or documentation on how to process an input image/video and extract OCR predictions from the hef model.
Key Questions:
- Model Execution: What’s the correct process to load and run LPRnet.hef on Hailo8?
- OCR Output Handling: Any guidance on extracting readable text (license plate numbers) from the inference output?
- Pipeline Integration: Best approach to integrate this with a video stream for real-time inference?
- Performance Considerations: Any known bottlenecks or optimizations for RPi 5 + Hailo8?
Looking for any starting points or references to get the hef running and extract OCR predictions. Appreciate any guidance!
Regards
Parth Bapaye