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banana ripeness classification

Classification

banana ripeness classification Image Dataset

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Versions
paper banana yolov8
v7
Feb 20, 2024
2023-12-21 1:20pm
v5
Dec 21, 2023
2023-12-19 6:43pm
v3
Dec 19, 2023
Add class non-banana
v2
Dec 16, 2023
2023-11-09 10:10am
v1
Nov 9, 2023
v2

Add class non-banana

Generated on Dec 16, 2023
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1975 Total Images

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Dataset Split

Train Set 87%
1728Images
Valid Set 8%
165Images
Test Set 4%
82Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x1080

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels