johnmartinsson/bird-species-classification

Normalize Input Data

Opened this issue · 2 comments

johnmartinsson commented

Input data should have zero mean and identity variance.

Note: mean, and variance should be computed from the training set ONLY, and then subtracted from the training, validation and test sets.

http://cs231n.github.io/neural-networks-2/#datapre

johnmartinsson commented

This functionality should be left out for now. But it may be interesting to consider later in the project. Moved to the next milestone.

johnmartinsson commented

This could be considered in the future, but will not be part of the thesis work. Removed from milestone.