cmilkau
cmilkau t1_ivba811 wrote
Reply to comment by give_me_the_truth in [D] Enforcing object order in object detection by give_me_the_truth
History shows that it is usually better to keep learning as simple as possible and not force the NN to learn the way you think it would be best. If you want the NN to recognize two objects, better don't waste time training it to check their spatial relationship, or something else that isn't what you're looking for (even though related).
Just check whether object 1 is reported as object 1 and object 2 is reported as object 2. This can be two separate losses you add. Don't worry about whether the actually reported objects are left or right from each other, just check whether they are in the right place each for themselves.
cmilkau t1_ivdzr4p wrote
Reply to comment by give_me_the_truth in [D] Enforcing object order in object detection by give_me_the_truth
Better, IIRC there's an overview paper. I'll try to find it