Indeed I happened to hear of SAHI just yesterday and I’ll see how well it works.
The issue I’m having is that I havent been able to train a “specialized” model thats better than the model thats running for the full image. For example, I’ve tried training a separate model using cutouts of the objects as training data with various parameters without any luck. But with small objects (~220px), P4 P5 are kind of irrelevant because its dividing up the image too much. That’s why I was hoping to get a P2 head in there.
Would you have suggestions or ideas on how to pursue this “specialized” model (other than SAHI obviously)