guyabano Dataset

v35

2023-12-18 9:30am

Generated on Dec 18, 2023

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Dataset Split

Train Set 88%
561Images
Valid Set 8%
52Images
Test Set 4%
27Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit within 600x600
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Noise: Up to 10% of pixels
Cutout: 10 boxes with 15% size each
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels

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