Dataset Versions
v3
2024-08-19 9:08am
Generated on Aug 19, 2024
2046 Total Images
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Dataset Split
Train Set 98%
2004Images
Valid Set 2%
36Images
Test Set 0%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -9° and +9°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.93% of pixels