Dataset Versions
v4
2023-07-22 1:02am
Generated on Jul 21, 2023
4780 Total Images
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Dataset Split
Train Set 80%
3820Images
Valid Set 13%
640Images
Test Set 7%
320Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels