Dataset Versions

v4

2024-11-14 10:22pm

Generated on Nov 14, 2024

Dataset Split

Train Set 88%
429Images
Valid Set 9%
42Images
Test Set 3%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 24% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%