Recently, I ran into the problem that I want to detect small objects at a far distance. I want to take an image from an IMX708 matrix(4608 × 2592 pixels) and pass this image through a pipeline so that I can use hailo npu.
How should I do this and where should I start? I’ve already managed to implement this hailo-rpi5-examples/basic_pipelines/detection.py at 25.3.1 · hailo-ai/hailo-rpi5-examples · GitHub
Should I try to write a script by myself? Or redo some ready-made solution for myself?
I just don’t know where to start. I would be glad if someone could tell me what to read on this topic in order to understand how to approach this issue.
At the moment, I’m faced with the fact that the gstreamer pipeline doing downsampling to lores.