felixlaumon / kaggle-right-whale Goto Github PK
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License: MIT License
2nd place solution to the Kaggle Right Whale challenge
License: MIT License
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.
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?
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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