Thanh Huy Phan

Food ingredient recognition

Object Detection

Food ingredient recognition Image Dataset

v3

2022-02-20 10:22pm

Generated on Feb 20, 2022

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Dataset Split

Train Set 87%
2979Images
Valid Set 9%
293Images
Test Set 4%
137Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 40 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Cutout: 3 boxes with 10% size each