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


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  • Zainab AlMeraj

    Zainab AlMeraj

    Kuwait University

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  • sundus alfaresi

    sundus alfaresi

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    Arwa Aljaser

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  • Hunaid Ali

    Hunaid Ali

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  • Shorook Saleh

    Shorook Saleh

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  • Rajnish Suryavanshi

    Rajnish Suryavanshi

    Lmeter Real Estate Organization

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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

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  • Toqa M. Al-SAbah

    Toqa M. Al-SAbah

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  • Mohammed Shoeb

    Mohammed Shoeb


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  • Mohammed Irfan PK

    Mohammed Irfan PK

    Boursa Kuwait


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  • Eng. Abdulaziz Ahmed

    Eng. Abdulaziz Ahmed

    CEO, Founder

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  • Mahdi AlFaraj

    Mahdi AlFaraj

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  • Ahmed Almethen

    Ahmed Almethen

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  • juffin karim

    juffin karim


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