Dataset Versions

v15

2023-01-16 3:41pm

Generated on Jan 16, 2023

Dataset Split

Train Set 88%
840Images
Valid Set 8%
74Images
Test Set 5%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -10% and +10%

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