Dataset Versions
Versions
v1
2024-12-05 9:43am
Generated on Dec 5, 2024
3006 Total Images
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Dataset Split
Train Set 87%
2628Images
Valid Set 8%
249Images
Test Set 4%
129Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.05% of pixels