Dataset Versions
v2
2023-07-03 8:20pm
Generated on Jul 3, 2023
1208 Total Images
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Dataset Split
Train Set 93%
1128Images
Valid Set 5%
55Images
Test Set 2%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 57% Maximum Zoom
Rotation: Between -3° and +3°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -25% and +25%
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 7% Maximum Zoom
Bounding Box: Noise: Up to 5% of pixels