Salisa Ponthongmak

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Mushrooms classification

Classification

Mushrooms classification Image Dataset

Try Pre-Trained Model
Versions
2024-02-10 10:46pm
v2
Feb 10, 2024
2024-02-10 10:30pm
v1
Feb 10, 2024
v2

2024-02-10 10:46pm

Generated on Feb 10, 2024
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554 Total Images

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Dataset Split

Train Set 82%
456Images
Valid Set 6%
33Images
Test Set 12%
65Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Blur: Up to 2.5px