Dataset Versions
v3
2024-06-25 3:02am
Generated on Jun 25, 2024
3354 Total Images
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Dataset Split
Train Set 88%
2943Images
Valid Set 4%
140Images
Test Set 8%
271Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.96% of pixels