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Graph Dotifier

Object Detection

Graph Dotifier Image Dataset

v13

2024-06-24 12:21am

Generated on Jun 24, 2024

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

Train Set 82%
720Images
Valid Set 9%
80Images
Test Set 9%
80Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 240x240

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 0.9px
Noise: Up to 0.46% of pixels
deterministic-or-nondeterministi
901 images
circle, square, diamond, arrow
30 images