Dataset Versions
Versions
v1
2023-09-22 6:21pm
Generated on Sep 22, 2023
8523 Total Images
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Dataset Split
Train Set 88%
7467Images
Valid Set 8%
702Images
Test Set 4%
354Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 5% of pixels