obj Dataset
v3
datasetV4
Generated on Mar 17, 2023
560 Total Images
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Dataset Split
Train Set 87%
489Images
Valid Set 8%
46Images
Test Set 4%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x512
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Rotation: Between -21° and +21°
Shear: ±14° Horizontal, ±8° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -5% and +0%