Dataset Versions
v3
V2
Generated on Jul 22, 2024
1204 Total Images
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Dataset Split
Train Set 73%
884Images
Valid Set 25%
305Images
Test Set 1%
15Images
Preprocessing
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 2
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.1% of pixels