Ombromanie: Creating Hand Shadow stories with Azure Speech and TensorFlow.js Handposes

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  • posedance

    πŸ•ΊπŸ’ƒ The TikTok Trainer! Using PoseNet, match the dancer's moves, get a high score!

  • While exploring the art of hand shadows, I wondered whether some of the recent work I had done for body poses might be applicable to hand poses. What if you could tell a story on the web using your hands, and somehow save a video of the show and the narrative behind it, and send it to someone special? In lockdown, what could be more amusing than sharing shadow stories between friends or relatives, all virtually?

  • awesome-hand-pose-estimation

    Awesome work on hand pose estimation/tracking

  • 'Awesome' list for hand tracking

  • SurveyJS

    Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

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  • tfjs-models

    Pretrained models for TensorFlow.js

  • TensorFlow.js's handposes allow access to each hand keypoint and the ability to draw the hand to canvas as desired. HOWEVER, it only currently supports single hand poses, which is not optimal for good hand shadow shows.

  • fingerpose

    TFJS based finger pose classifier for hand landmarks detected by the MediaPipe Handpose model

  • One other library, fingerposes, is optimized for finger spelling in a sign language context and is worth a look.

  • vscode-azurestaticwebapps

    Azure Static Web Apps extension for VS Code

  • This app can be deployed as an Azure Static Web App using the excellent Azure plugin for Visual Studio Code. And once it's live, you can tell durable shadow stories!

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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