Dataset Versions

v5

2023-08-27 11:50pm

Generated on Aug 27, 2023

Dataset Split

Train Set 85%
93Images
Valid Set 7%
8Images
Test Set 7%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Bounding Box: Flip: Horizontal
Bounding Box: Noise: Up to 5% of pixels