I want to detect the level of traffic at the intersection. Specifically, the moving objects and their number. Then output UART. Similar to BackgroundSubtractorMOG in openCV library. I want to do this on my OpenMV Cam H7.
Please help me with suggestions to make my project, thanks!!!
Hey, your project sounds really nice. I would use a deep learning model for this project.
You can take a look at Edge Impulse and how to train a DL model. COCO Dataset would be suitable for your project as far as I may think of. Then, you can use your OpenMV Cam to detect the number of cars at the location where it captures.
I do not have further information about how to output in UART. However, you won’t have problems with this with a quick Google search in my opinion.