INFT2060

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food

Classification

food Image Dataset

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Versions
2024-05-25 6:48pm
v1
May 25, 2024
v1

2024-05-25 6:48pm

Generated on May 25, 2024
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343 Total Images

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Dataset Split

Train Set 87%
300Images
Valid Set 8%
29Images
Test Set 4%
14Images

Preprocessing

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

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels