Dataset Versions
Versions
v1
2024-01-17 1:18pm
Generated on Jan 17, 2024
4978 Total Images
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Dataset Split
Train Set 91%
4554Images
Valid Set 6%
278Images
Test Set 3%
146Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -11° and +11°
Grayscale: Apply to 13% of images
Brightness: Between -15% and +15%
Noise: Up to 1.09% of pixels