scaelles / OSVOS-TensorFlow

One-Shot Video Object Segmentation

Home Page:http://vision.ee.ethz.ch/~cvlsegmentation/osvos/

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How to use other size image?

qqwrz114 opened this issue · comments

Is this model used for specific image size(480P)?
I tried 960x640 to train in osvos_demo.py, it failed.
when i change the image size to 640x480,it work.

I think you should try a smaller learning rate, or the gradient will explode.

Yes, the loss is not normalized to the image resolution. I would suggest either using a smaller learning rate or dividing the loss by the size of the output and using a universal (way smaller) loss.