FFFG

Food packaging

Object Detection

Food packaging Image Dataset

v3

2022-11-07 9:03pm

Generated on Nov 7, 2022

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Dataset Split

Train Set 88%
144Images
Valid Set 6%
10Images
Test Set 6%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 5 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±23° Horizontal, ±7° Vertical
Hue: Between -24° and +24°
Brightness: Between -25% and +25%
Blur: Up to 2.25px
Noise: Up to 3% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical