Dataset Versions

v3

2023-08-06 9:03pm

Generated on Aug 7, 2023

Dataset Split

Train Set 86%
11274Images
Valid Set 8%
1115Images
Test Set 6%
791Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Exposure: Between -30% and +30%
Blur: Up to 3px

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