I am trying to write a program to put a bounding box around dead fish, and not the live ones, in a video. I have minimal data (~5k frames and ~7k objects in total ) and it is VERY low quality (poor resolution, very exposed, lots of partially obscured fish, etc).
I understand there may not be a "Best Object Detection Algorithm" but for my specific problem, can anyone reccomend one? Accuracy is key, speed is secondary.
I have tried YOLOv5 with less than adequate results and I am currently looking into using EfficientDet.
Any and all help is welcome, thanks.