Dataset Versions

v2

2024-10-23 11:29am

Generated on Oct 23, 2024

Dataset Split

Train Set 88%
8400Images
Valid Set 8%
800Images
Test Set 4%
400Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 0.61% of pixels