Thanh Huy Phan

Food ingredient recognition

Object Detection

Food ingredient recognition Image Dataset

v1

2021-11-14 8:46pm

Generated on Nov 14, 2021

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Dataset Split

Train Set 87%
2580Images
Valid Set 9%
254Images
Test Set 4%
117Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

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