Dataset Versions
Versions
v1
2023-12-21 12:38pm
Generated on Dec 21, 2023
1077 Total Images
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Dataset Split
Train Set 87%
942Images
Valid Set 8%
90Images
Test Set 4%
45Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -35° and +35°
Grayscale: Apply to 66% of images
Brightness: Between -40% and +40%
Bounding Box: Noise: Up to 6% of pixels