Dataset Versions
v3
2023-12-12 10:01am
Generated on Dec 12, 2023
478 Total Images
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Dataset Split
Train Set 82%
390Images
Valid Set 10%
48Images
Test Set 8%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 2% of pixels
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -20% and +20%
Bounding Box: Blur: Up to 2px
Bounding Box: Noise: Up to 3% of pixels