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Training our own dataset with circular annotations.

Open ahsan44411 opened this issue 6 years ago • 4 comments

I have a cancer dataset with a center pixel circular dataset along with the radius of the circle. Does your model only take data as 'path x1,y1,x2,y2 class' or can I change the format for my needs?

ahsan44411 avatar Dec 08 '19 14:12 ahsan44411

you have to change the localization layers to output the center pixels.

or you can generate circles instead of rectangles using x1,y1,x2,y2 information to save effort

kentaroy47 avatar Dec 10 '19 07:12 kentaroy47

What is the current version of tensorflow-gpu does this support? Doesn't seem to work with tensorflow-gpu-1.12.1

ahsan44411 avatar Dec 10 '19 10:12 ahsan44411

can you try with 1.12.0? that is the version I used.

would be helpful if you can post error comments.

kentaroy47 avatar Dec 10 '19 12:12 kentaroy47

could you please tell about the tuning parameters ? I am already train the model with my custom data and I want to increase the model accuracy , so please tell me about model tuning parameters,

sir one more , this training goes very slowly and could you tell me about how can I increase the training speed ??

devendraswamy avatar Dec 19 '19 12:12 devendraswamy