Dataset Versions
v1
2024-11-13 10:29am
Generated on Nov 13, 2024
291 Total Images
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Dataset Split
Train Set 88%
255Images
Valid Set 8%
24Images
Test Set 4%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 21% of images
Hue: Between -24° and +24°
Saturation: Between -32% and +32%
Brightness: Between -15% and +15%
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels