Masters Thesis

Altfelgen

Object Detection

Altfelgen Image Dataset

v16

2024-03-06 4:11pm

Generated on Mar 6, 2024

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Dataset Split

Train Set 86%
624Images
Valid Set 8%
58Images
Test Set 6%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 800x800
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Brightness: Between -15% and +15%