Hi ! I’m doing insect familly recognition using Faster RCNN (dataset of 3500 images per class) and I’m surprised that my precision is very low compared to the mAP per class. If I look at the inference images made, I can see that most images have more than one familly prediction per butterfly. So this confirms the low precision. How can I improve this ?
Here are some files :
And some images and their inference labels:
4585-noctuidae.txt (136 Bytes)
15-noctuidae.txt (200 Bytes)
(Note that the name of the file represents the true label)
Thanks for your help !