Stuyvesant High School

2024 Note Detection

Object Detection

2024 Note Detection Image Dataset

v1

2024-01-26 4:53pm

Generated on Jan 26, 2024

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 88%
138Images
Valid Set 8%
13Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 100% of images
Exposure: Between -15% and +15%
Noise: Up to 1.53% of pixels