Dataset Versions

v6

2024-08-21 11:09am

Generated on Aug 21, 2024

Dataset Split

Train Set 89%
1011Images
Valid Set 7%
76Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

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

Similar Projects

See More