Dataset Versions

v4

2023-08-19 8:23pm

Generated on Aug 19, 2023

Dataset Split

Train Set 96%
7164Images
Valid Set 3%
259Images
Test Set 1%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 5% of pixels