Dataset Versions
v3
2023-12-23 10:41am
Generated on Dec 23, 2023
2949 Total Images
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Dataset Split
Train Set 92%
2721Images
Valid Set 8%
228Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -4% and +4%
Blur: Up to 0.75px
Noise: Up to 5% of pixels