MAkif

FoodClassification

Classification

FoodClassification Image Dataset

v1

2024-01-01 12:50pm

Generated on Jan 1, 2024

Dataset Split

Train Set 87%
273Images
Valid Set 8%
26Images
Test Set 4%
14Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Noise: Up to 0.1% of pixels