Since the following question has not been answered yet, i would give an update with more details.
I would like to train a dataset contains 600 piece of 1208x1920 images and 50 classes.
I used the following code just changed the classes and the paths:
However the training runs on the following error:
Where the 1208x1920 is the image size, 50 is a number of classes and 200 is the number of the validation pictures.
With 1 piece of validation picture the training is starting
Memory: 64 GB
GPU : Titan X Pascal 12GB
We would like to know what is the best way to overcome this problem.