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Published 20 hours ago • verified publisher icon loolzaaa

Multi scale training

Open ghost opened this issue 4 years ago • 2 comments

How do I change the config to start training at multiple scales? The min image size parameter in the config does not accept multiple values and throws error when training starts.

ghost avatar Jul 19 '20 12:07 ghost

What you mean "multiple scales"? This parameters are responsible for the actual size of the image AFTER resizing. Other words, min image size parameter guarantee size of the minimal side of the image.

loolzaaa avatar Jul 20 '20 14:07 loolzaaa

Sorry for any confusion, I am a beginner, I want to train the FRCNN for multiple values of min image size (1000 px, 1200px, and 1600px) chosen randomly for different batches. Other repos like this have scale parameter as given in the config here which accepts multiple scales. Do I need to change the collate function or is there any similar parameter in your config as well?

ghost avatar Jul 20 '20 14:07 ghost