Dataset Versions

2024-09-05 9:06am

Generated on Sep 5, 2024

Train Set 88%

378Images

Valid Set 8%

35Images

Test Set 4%

16Images

Auto-Orient: Applied

Resize: Stretch to 640x640

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Rotation: Between -15° and +15°

Shear: ±10° Horizontal, ±10° Vertical

Saturation: Between -25% and +25%

Brightness: Between -15% and +15%

Exposure: Between -10% and +10%

Noise: Up to 0.1% of pixels