Banana Ripeness Detection Dataset
Versions
v1
2024-06-26 5:02pm
Generated on Jun 26, 2024
1827 Total Images
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Dataset Split
Train Set 90%
1644Images
Valid Set 8%
146Images
Test Set 2%
37Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 0.5% of pixels