Dataset Versions
v3
2023-03-30 12:30pm
Generated on Mar 30, 2023
1615 Total Images
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Dataset Split
Train Set 88%
1416Images
Valid Set 8%
125Images
Test Set 5%
74Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels