Dataset Versions
v3
2023-04-11 5:44pm
Generated on Apr 11, 2023
7026 Total Images
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Dataset Split
Train Set 87%
6144Images
Valid Set 8%
589Images
Test Set 4%
293Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between 0% and +20%
Blur: Up to 0.25px
Noise: Up to 3% of pixels