Dataset Versions

v5

2023-01-20 11:46pm

Generated on Jan 20, 2023

Dataset Split

Train Set 89%
7760Images
Valid Set 6%
500Images
Test Set 6%
500Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%

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