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EggFreshClass

Classification

EggFreshClass Image Dataset

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Versions
2024-03-10 7:52pm
v2
·
4 months ago
2024-02-21 9:31pm
v1
·
4 months ago
v1

2024-02-21 9:31pm

Generated on Feb 21, 2024
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490 Total Images

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Dataset Split

Train Set 88%
429Images
Valid Set 8%
40Images
Test Set 4%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px