Dataset Versions
v4
2023-11-29 2:14pm
Generated on Nov 29, 2023
12905 Total Images
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Dataset Split
Train Set 87%
11262Images
Valid Set 8%
1090Images
Test Set 4%
553Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Exposure: Between -19% and +19%
Bounding Box: Brightness: Between -16% and +16%
Bounding Box: Noise: Up to 5% of pixels