thesis Dataset

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2023-08-08 2:13pm
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v11

2023-07-25 1:11pm

Generated on Jul 25, 2023
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Dataset Split

Train Set 61%
51Images
Valid Set 6%
5Images
Test Set 33%
27Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%