Dataset Versions

v4

2024-06-11 12:44pm

Generated on Jun 11, 2024

Dataset Split

Train Set 87%
633Images
Valid Set 8%
61Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Exposure: Between -15% and +15%
Noise: Up to 1.96% of pixels