Dataset Versions
v3
2024-05-09 9:05am
Generated on May 9, 2024
1054 Total Images
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Dataset Split
Train Set 94%
994Images
Valid Set 4%
39Images
Test Set 2%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels