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nshaud / DeepNetsForEO

Deep networks for Earth Observation
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Using per-image mean instead of dataset mean #13

Closed asheeshr closed 7 years ago

asheeshr commented 7 years ago

How would the performance change if using per-image mean rather than dataset-mean for training? Would there be significant degradation in the results?

asheeshr commented 7 years ago

Also, is there a reason behind not performing histogram equalization on the dataset prior to training?

nshaud commented 7 years ago

I did not experiment with lots of different normalization strategies. If you use a more data-driven normalization, you should perhaps increase the window size to compensate. Tell me how this works for you ;)