Dataset Versions
v2
2024-08-28 12:34pm
Generated on Aug 28, 2024
685 Total Images
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Dataset Split
Train Set 88%
600Images
Valid Set 8%
57Images
Test Set 4%
28Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels