Dataset Versions
v1
2024-09-24 11:14pm
Generated on Sep 24, 2024
143 Total Images
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Dataset Split
Train Set 90%
129Images
Valid Set 6%
8Images
Test Set 4%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -17° and +17°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels