Dataset Versions
Versions
v1
2024-08-22 1:59pm
Generated on Aug 22, 2024
3974 Total Images
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Dataset Split
Train Set 94%
3717Images
Valid Set 3%
134Images
Test Set 3%
123Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±16° Horizontal, ±16° Vertical
Blur: Up to 2.5px
Noise: Up to 7.7% of pixels