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Issue 27
Tech 4 Tracing News
Journal Article Published

22 June 2023 - Issue 27.2 (June 2023) of the Journal of Conventional Weapons Destruction features an article by Adam Harvey and Emile LeBrun entitled ‘Computer Vision Detection of Explosive Ordnance: A High-performance 9N235/9N210 Submunition Detector’, describing a computer vision algorithm creation workflow developed to automate the detection of the 9N235/9N210 cluster submunition, a heavily deployed munition in the Ukraine conflict. The six-step process described here incorporates photography, photogrammetry, 3D-rendering, 3D-printing, and deep convolutional neural networks. The resulting high-performance detector can be deployed for searching and filtering images generated as part of OSINT investigations and soon, for real-time field detection objectives.

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