Artificial Intelligence and Machine Learning

QinetiQ US performs artificial intelligence (AI) and machine learning (ML) data preparation for program and mission support. ML operations rely on data preparation to develop a significant data processing pipeline that serves to label and ready the imagery for use in ML algorithms. QinetiQ data engineers establish a detailed data processing standard to convert existing datasets into an ingestible dataset for common models, addressing challenges in imagery standardization to enable readability into existing algorithms. This readies imagery for machine learning algorithms and compares their performance against each other.

QinetiQ US AI offerings support C5ISR research, technology, and signal and image processing, utilizing open-source visible imagery commercial target detection or object classifiers for use with MWIR imagery. This is focused on ground-based imagery collections but can be extended to both airborne or space-based applications. This enables deep learning models that can detect and classify far-off targets such as tanks and cars that reduce pixels in militarily significant MWIR imagery and video with a high probability of detection and relatively low false alarm rate.

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Data Ingestion and Interoperability Service
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Mixed Realty Soldier Interface
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Machine Assisted Mission Planning
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