Severity Classification Dataset
v5
2024-07-06 8:02am
Generated on Jul 6, 2024
764 Total Images
View All ImagesDataset Split
Train Set 88%
669Images
Valid Set 9%
66Images
Test Set 4%
29Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.05% of pixels
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