Dataset Versions

v4

2024-06-06 1:39pm

Generated on Jun 6, 2024

Dataset Split

Train Set 89%
4395Images
Valid Set 5%
235Images
Test Set 6%
304Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal
Saturation: Between -25% and +25%
Brightness: Between -23% and +23%
Exposure: Between -10% and +10%
Blur: Up to 1.1px
Noise: Up to 0.1% of pixels