AI Camp

FraXrAI

Object Detection

FraXrAI Image Dataset

v13

Dataset 1.1 - Adrian

Generated on Jul 8, 2022

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Dataset Split

Train Set 87%
696Images
Valid Set 8%
60Images
Test Set 6%
44Images

Preprocessing

Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Brightness: Between -45% and +45%
Cutout: 4 boxes with 18% size each