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bmoore20 / habs

Detect Harmful Algal Blooms (HABs) in images of the Finger Lakes.
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Script for managing dataset #65

Open bmoore20 opened 3 years ago

bmoore20 commented 3 years ago

Write code that takes the images in habs_google/habs_data/two_classes/all_images and splits the data automatically into train_images, validation_images, and test_images. Therefore, each time the program is ran, different combinations of images are in each folder and we are not using the same combinations each time.

Right now, I am manually splitting the data. If I don't switch-up the images myself, then the same setup is used every time I run the program.

bmoore20 commented 3 years ago

See Note on Cross Validation in link below:

https://towardsdatascience.com/train-validation-and-test-sets-72cb40cba9e7