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kaggle-right-whale's Issues

Missing csv file?

Thanks for sharing this. create_cached_image.py requires training_image_annotations.csv, which is not present. Should we use the training_image_annotations_vinh.csv instead, using --vinh?

Also, please explain where these csv files of labels came from. Did you manually label the training images with bounding boxes around the whale callosities?

Thanks.

maybe tta will generate some duplicate imgs?

hello~
I saw your code in scripts/create_test_head_crop_image.py had these params below:
scale_choices = [0.75, 1, 1.25]
shear_choices = [-0.25, 0, 0.25]
rotation_choices = [0, 45, 90, 135, 180, 225, 270, 315, 360]
translation_choices = [-25, 0, 25]

I'm little confused about these params. When scale_choice=1 or shear_choices = 0 or translation_choices=0 or ratation=0, will that generate a img as same as the origin one? so the datasets will contain a lot of origin imgs.

is that on purpose?

Applying PCA During Feature Stacking?

Are you applying PCA at any stage during the feature stacking (in the iPython notebook)? In the file, max_dim appears to always be 'none', so the PCA is not being applied. Is that intentional? Thanks!

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