Homework 2 Dataset
v8
2024-07-04 7:41am
Generated on Jul 4, 2024
768 Total Images
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Dataset Split
Train Set 87%
669Images
Valid Set 8%
64Images
Test Set 5%
35Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1920x1200
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 1.5px