Caleb Jett

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camera

Classification

camera Image Dataset

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Versions
2023-07-30 12:51pm
v1
Jul 30, 2023
v1

2023-07-30 12:51pm

Generated on Jul 30, 2023
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1882 Total Images

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Dataset Split

Train Set 88%
1647Images
Valid Set 8%
156Images
Test Set 4%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 42% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 25% of images
Brightness: Between -50% and +50%
Noise: Up to 5% of pixels
Cutout: 6 boxes with 22% size each