Dataset Versions
v3
2024-07-23 5:36am
Generated on Jul 23, 2024
1231 Total Images
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Dataset Split
Train Set 87%
1077Images
Valid Set 8%
103Images
Test Set 4%
51Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 1.01% of pixels