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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  • Organizers

  • Zainab AlMeraj

    Zainab AlMeraj

    Kuwait University

    GDG Organizer

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  • sundus alfaresi

    sundus alfaresi

    GDG Organizer

  • Arwa Aljaser

    Arwa Aljaser

    GDG Organizer

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  • Midhet Sulemani

    Midhet Sulemani

    Nabd

    GDG Organizer

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  • Hunaid Ali

    Hunaid Ali

    GDG Organizer

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  • Shorook Saleh

    Shorook Saleh

    GDG Organizer

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  • Rajnish Suryavanshi

    Rajnish Suryavanshi

    Lmeter Real Estate Organization

    GDG Organizer

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  • Maryam AlMahdi

    Maryam AlMahdi

    Kuwait university, GDG Kuwait.

    GDG Organizer

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  • Shaikha Sabti

    Shaikha Sabti

    GDG Orgnizer

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  • Saqiba Sulman

    Saqiba Sulman

    Media Phone Plus

    IT project Manager

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  • Afrah Fareed

    Afrah Fareed

    GDG Organizer

    UI/UX Designer

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  • Toqa M. Al-SAbah

    Toqa M. Al-SAbah

    Student and Volunteer

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  • Mohammed Shoeb

    Mohammed Shoeb

    re:food

    Operations Executive

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  • Mohammed Irfan PK

    Mohammed Irfan PK

    Boursa Kuwait

    IT

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  • Eng. Abdulaziz Ahmed

    Eng. Abdulaziz Ahmed

    CEO, Founder

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  • Mahdi AlFaraj

    Mahdi AlFaraj

    GDG Organizer

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  • Ahmed Almethen

    Ahmed Almethen

    GDG Organizer

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  • juffin karim

    juffin karim

    Ilimits

    Business Development Manager

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  • Partners