Dataset Versions
v1
2024-12-23 12:39pm
Generated on Dec 23, 2024
7024 Total Images
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Dataset Split
Train Set 92%
6470Images
Valid Set 5%
369Images
Test Set 3%
185Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Noise: Up to 0.14% of pixels