Dataset Versions
v1
2023-05-23 8:46pm
Generated on May 23, 2023
523 Total Images
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Dataset Split
Train Set 92%
483Images
Valid Set %
0Images
Test Set 8%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels