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Solution Building Case Study

Hand washing Training and Compliance

Problem Statement:  Hospital wants to promote mindshare of hand hygiene among their staff. We needed to build a tool that can provide 24/7 training as well as measure step-wise compliance against the 9 step WHO hand washing protocol.​

​Solution highlights:

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  • A camera live streams the activity in a wash basin to AI algorithms, that discern the steps from hand motions

  • Immediate, audio-visual feedback is given at each step on the adherence to the WHO hand washing protocol.

  • Compliance reports and analytics dashboard provide insights and suggest actions to promote compliance.

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​Tech Stack used:

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Object Detection, Gesture Recog, Sequence Modeling, Edge AI, Tensorflow, DeepStream, gStreamer, Graph Reasoning, OpenVino, CUDA, CUDNN, Human-Centric Design, Edge Ops, IoT, dashboards.

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