Closed ankit-ak closed 2 years ago
You don't have enough data / your validation set is not a good proxy for your test set / your training didn't go well (needs more epoch etc.) / your model isn't powerful enough
@ankit-ak In order to expedite the trouble-shooting process, please provide a code snippet to reproduce the issue reported here. Thanks!
I'm trying to build a CNN regression model. The input data is satellite images of 10 (256x256x10) bands over 10 years stacked together to obtain an array of 256x256x100.
Training steps:
But predictions[:5] and expected_values[:5] are:
Evalution scores are:
actual vs prediction plot
Any ideas?