Dataset Versions

v5

2024-12-11 10:03pm

Generated on Dec 12, 2024

Dataset Split

Train Set 91%
21119Images
Valid Set 4%
1005Images
Test Set 4%
1006Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -11% and +11%
Blur: Up to 2px
Noise: Up to 1.99% of pixels