National Technical University of Ukraine Igor Sikorsky Kyiv Polytechnic Institute

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overwatch

Object Detection

overwatch Image Dataset

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Versions
2023-11-09 11:39am
v3
Nov 9, 2023
2023-10-26 10:10pm
v2
Oct 26, 2023
2023-10-22 2:44pm
v1
Oct 22, 2023
v3

2023-11-09 11:39am

Generated on Nov 9, 2023
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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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8476 Total Images

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Dataset Split

Train Set 92%
7824Images
Valid Set 6%
489Images
Test Set 2%
163Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Mosaic: Applied
Bounding Box: Flip: Vertical