Lyka Grace Tabiolo

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Final Dataset

Object Detection

Final Dataset Image Dataset

Versions
2023-12-19 7:16am
v2
Dec 18, 2023
2023-12-19 5:46am
v1
Dec 18, 2023
v2

2023-12-19 7:16am

Generated on Dec 18, 2023
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Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1892 Total Images

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Dataset Split

Train Set 78%
1469Images
Valid Set 15%
281Images
Test Set 8%
142Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

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