Homework 2 Dataset
v4
2024-07-03 1:13pm
Generated on Jul 3, 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 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 1.88% of pixels