Dataset Versions
Versions
v1
2024-08-17 7:50pm
Generated on Aug 17, 2024
719 Total Images
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Dataset Split
Train Set 88%
630Images
Valid Set 8%
59Images
Test Set 4%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -24° and +24°
Saturation: Between -32% and +32%
Brightness: Between -23% and +23%
Exposure: Between -13% and +13%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels