I’m wondering what would be the most performant way possible to call a Yolo Label Detection on a VideoStream. My video image only changes from time to time, so at the moment I’m having a threshold for changes in the red channel to detect if the video image has changed in any way. I use this to trigger the AsyncLoop running the YoloDetection, but don’t know if that is a good approach. Generally I do not have to call the YoloDetection all the time or every frame, but several times in a row if there is heavy movement in the video image or not at all if the video image is not changing. Do you guys have some ideas for improving the performance in this scenario? Or generally another approach to calculate the YoloDetection async without major framedrops in the main loop, when triggering the async loop (because that is what I’m experiencing at the moment).
Thanks for your help :)