Computer Vision
Enabling computers and devices to understand what they see.
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From Visual Sensing to Visual Intelligence
Computer vision is arguably one of the most challenging subfields of AI. To better address the key challenges, the vision research community has long been branched off from the general AI community and focused on…
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Tech Showcase: Project InnerEye – Assistive AI for Cancer Treatment
Project InnerEye is a new AI product targeted at improving the productivity of oncologists, radiologists, and surgeons when working with radiological images. The project’s main focus is in the treatment of tumors and monitoring the…
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Tech Showcase: Deep Artistic Style Transfer: From Images to Videos
This demo demonstrates several applications of Microsoft’s recent work in artistic style transfer for images and videos. One technology, called StyleBank, provides an explicit representation for visual styles with a feedforward deep network that can…
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Machine Reading Using Neural Machines
Teaching machines to read, process and comprehend natural language documents and images is a coveted goal in modern AI. We see growing interest in machine reading comprehension (MRC) due to potential industrial applications as well…
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Tech Showcase: Custom Vision Service
This demo shows how Custom Vision Service can be applied to many AI vision applications. For example, if a client needs to build a custom image classifier, they can submit a few images of objects,…
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PX4 Attitude Estimation in AirSim
Shows how to check the PX4 attitude estimator behavior with AirSim and LogViewer.
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Perception and Interaction Group
The Perception and Interaction group studies the interface between the virtual world and the physical world of people and objects. We aim to enrich this interface through sensing technologies, smart signal processing, new modes of…