TANAY JOSHI
Reputation: 36
Bounding Box Regression
I have approximately 100K X ray pics of dimension 1024x1024. Only ~970 of them have pre existing bounding box coordinates. I am training the model on 70:30 training and testing ratio. My question is, how do i train the model if the rest of the images do not have bounding box? Since I'm no medical expert, I can't manually draw a bounding box around the image. There are 14 classes and it gets really difficult to draw bounding box manually
Upvotes: 0
Views: 241
Answers (1)
user12737043
Reputation:
If you have a knowledge about the remaining not labelled images, for example if you know if an image has a particular class you can use weakly supervised learning to train image detection on all of them
Upvotes: 0
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