Dataset Versions
v1
2024-11-15 4:56pm
Generated on Nov 15, 2024
824 Total Images
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Dataset Split
Train Set 87%
720Images
Valid Set 8%
70Images
Test Set 4%
34Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -24° and +24°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 1.4% of pixels