banana Image Dataset
v4
2023-02-17 3:48pm
Generated on Feb 17, 2023
146 Total Images
View All ImagesDataset Split
Train Set 99%
144Images
Valid Set 1%
1Images
Test Set 1%
1Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Resize: Stretch to 2048x2048
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, 10% Maximum Zoom
Rotation: Between -7° and +7°
Shear: ±8° Horizontal, ±8° Vertical
Saturation: Between -42% and +42%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 1% of pixels
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