obj Dataset
v2
datasetV3
Generated on Mar 13, 2023
340 Total Images
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Dataset Split
Train Set 87%
297Images
Valid Set 8%
28Images
Test Set 4%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 690x517
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -21° and +21°
Shear: ±14° Horizontal, ±8° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -5% and +0%