What network to use for Object Detection clothes?

Question

Neural networks

Hello. I am working on the task of recognizing clothes in a photo. The principle is that the user must take a picture of himself or someone and get a set of classes of goods that he is wearing. There is a dataset for 60 tons of pictures - 93 clothing classes, but the accuracy of the networks trained on it leaves much to be desired. In 20-25 cases, an erroneous definition. Used MaskR-CNN(ResNet101 backbone) and YoLo. Tell me how to improve the results?

Answer 1

Here, I hope it helps:
https://blog.valohai.com/clothes-detection-for-fas...
https://azure.microsoft.com/en-us/services/cogniti...
https:// cloud.google.com/vision
Maybe consult with some fashion experts about identifying the signs of clothing?