UNCC ALGO 2

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Sidewalk

Object Detection

Sidewalk Image Dataset

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Versions
2022-12-12 2:00pm
v4
Dec 12, 2022
2022-12-03 7:10pm
v3
Dec 4, 2022
2022-12-03 7:08pm
v2
Dec 4, 2022
2022-12-03 5:47pm
v1
Dec 3, 2022
v2

2022-12-03 7:08pm

Generated on Dec 4, 2022
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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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600 Total Images

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Dataset Split

Train Set 87%
519Images
Valid Set 8%
48Images
Test Set 6%
33Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 25% size each