andrea

qrcode

Object Detection

qrcode Image Dataset

v1

2022-07-19 1:11pm

Generated on Jul 19, 2022

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Dataset Split

Train Set 91%
840Images
Valid Set 9%
88Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%
Exposure: Between -25% and +25%
Blur: Up to 1.25px
Noise: Up to 5% of pixels