Dataset Versions
v6
2024-07-29 7:47pm
Generated on Jul 29, 2024
20420 Total Images
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Dataset Split
Train Set 94%
19159Images
Valid Set 4%
861Images
Test Set 2%
400Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 7
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.85% of pixels