Dataset Versions
Versions
v3
2024-07-23 10:28pm
Generated on Jul 23, 2024
1630 Total Images
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Dataset Split
Train Set 90%
1470Images
Valid Set 8%
132Images
Test Set 2%
28Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -44% and +44%
Exposure: Between -48% and +48%
Noise: Up to 0.1% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -48% and +48%
Bounding Box: Exposure: Between -44% and +44%
Bounding Box: Noise: Up to 0.1% of pixels