Dataset Versions

v1

2024-04-09 2:59pm

Generated on Apr 9, 2024

Dataset Split

Train Set 88%
1296Images
Valid Set 8%
124Images
Test Set 4%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%