DevFest Kuwait - Superpower Your Android Apps with ML

GDG Kuwait
Sun, Oct 18, 2020, 3:30 PM (GMT+3)

32 RSVP'ed

About this event

In this session, my major aim would be to provide an overview of the different tools one could use to power their Android apps with Machine Learning and also discuss the new additions for Machine Learning in Android 11 specifically the Model Binding Plugin and ML Kit. I would first go on to explain the standard procedure of using pre-trained models with MLKit. I would show how we could take the idea of MLKit forward and use pre-trained models from TensorFlow Hub to run right in the app, which would provide support to build high-quality machine learning apps based on models contributed from the community. I would then show how we could use custom TFLite models in Android apps, I would also talk about TensorFlow Model Maker and ML Model binding plugin in Android Studio through which I plan to show how easy it is to now use custom TF Lite models in Android apps. With Android 11 the NN API now supports Asymmetric integer weights making model sizes and inferences even smaller opening up an even larger opportunities for edge ML.

Featured Presentation

Speaker

  • Rishit Dagli

    Rishit Dagli

    Narayana School, Mumbai, India

    TEDx, TED-Ed Speaker

    Rishit Dagli is a grade 11 student and is a TEDx, TED-Ed Speaker.

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  • Zainab AlMeraj

    Zainab AlMeraj

    Tech Connect

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    sundus alfaresi

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  • Zeinab Mohammed

    Zeinab Mohammed

    GDG Organizer

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    Arwa Aljaser

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    Midhet Sulemani

    Nabd

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    Hunaid Ali

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    Shorook Saleh

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    Rajnish Suryavanshi

    Lmeter Real Estate Organization

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    Zainab Alarbash

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    Maryam Al-Mahdi

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    Shaikha Sabti

    GDG Orgnizer

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    Saqiba Sulman

    Media Phone Plus

    IT project Manager

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    Afrah Fareed

    GDG Organizer

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    Toqa M. Al-SAbah

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    mario gamal

    Justclean

    Software Engineer

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    Mohammed Shoeb

    re:food

    Operations Executive

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    Mohammed Irfan PK

    Boursa Kuwait

    Senior Systems Analyst

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    Mariam Ahmed

    Student and Volunteer

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    Eng. Abdulaziz Ahmed

    CEO, Founder

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