Dataset Versions

v3

2024-06-25 8:57pm

Generated on Jun 25, 2024

Dataset Split

Train Set 88%
828Images
Valid Set 8%
79Images
Test Set 4%
39Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.3% of pixels