Open gonzalovodanovic opened 6 years ago
maybe if you change the backend in order to create a bigger grid in YOLO output
Thanks for your answer, but could you give me more detail on how to do it?
the yolo grid depends the size of output feature map from backend model, the easiest way to get a bigger grid size is removing the last max pooling layer from the backend model, the backend will be a little bit slower, because the further layers will process a bigger feature map than before.
Removing a pooling layer will generate a grid twice bigger
Thanks, I'll try that.
Hi, another question. Could be a problem than the images are not squared? how should i fix that?
When use full YOLO for detecting small object (20x20 pix) in big images (1024x2048 pix), I get low mAP (61%). Not sure if there is any configuration i can use to improve this number. Should i change the input size? and what about this other options?:
This is the result per class i get (also add the number of images per class):
Thanks!