Coffee Bean Classification Project

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Coffee Bean Roast

Classification

Coffee Bean Roast Image Dataset

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Versions
2024-04-14 12:53pm
v1
·
2 months ago
v1

2024-04-14 12:53pm

Generated on Apr 14, 2024
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4193 Total Images

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Dataset Split

Train Set 88%
3678Images
Valid Set 8%
349Images
Test Set 4%
166Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Exposure: Between -5% and +5%
Noise: Up to 0.3% of pixels