Dataset Versions

v21

2023-09-25 10:28pm

Generated on Sep 25, 2023

Dataset Split

Train Set 100%
177Images
Valid Set %
0Images
Test Set %
0Images

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 -20° and +20°
Hue: Between -20° and +20°
Saturation: Between -34% and +34%
Brightness: Between -21% and +21%
Exposure: Between -8% and +8%
Blur: Up to 0.5px
Noise: Up to 3% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -4° and +4°
Bounding Box: Brightness: Between -5% and +5%
Bounding Box: Exposure: Between -5% and +5%
Bounding Box: Blur: Up to 1.25px
Bounding Box: Noise: Up to 2% of pixels