DevFest Kuwait - Superpower Your Android Apps with ML

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

31 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

    To share his knowledge with everyone he mentors at TensorFlow UserGroup Mumbai and organizes groups Global AI Mumbai and Kotlin Mumbai and is an international speaker. He also works as a Google AI ExploreML facilitator. He is also interested in research and has published multiple research papers in the field of AI and Maths. He has also represented his country in various Hackathons and compe...

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  • Organizers

  • Zainab AlMeraj

    Zainab AlMeraj

    Kuwait University

    GDG Organizer

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  • sundus alfaresi

    sundus alfaresi

    GDG Organizer (Alumni)

  • 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 (Alumni)

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  • Maryam AlMahdi

    Maryam AlMahdi

    Kuwait university, GDG Kuwait organizer

    GDG Organizer

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  • Shaikha Sabti

    Shaikha Sabti

    GDG Orgnizer

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  • Saqiba Sulman

    Saqiba Sulman

    Media Phone Plus

    GDG Organizer

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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

    GDG Organizer

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  • Mohammed Shoeb

    Mohammed Shoeb

    re:food

    GDG organizer

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  • Mohammed Irfan PK

    Mohammed Irfan PK

    Boursa Kuwait

    IT & GDG Organizer (Alumni)

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  • Eng. Abdulaziz Ahmed

    Eng. Abdulaziz Ahmed

    CEO, Founder & GDG Organizer

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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

    GDG organizer

    Business Development Manager

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  • mario gamal

    mario gamal

    Justclean

    Software Engineer & GDG Kuwait (Alumni)

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  • Fatema Manasi

    Fatema Manasi

    GDG Kuwait (Alumni)

  • Mariam Ahmed

    Mariam Ahmed

    GDG Kuwait (Alumni)

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  • Anas El-Ghabra

    Anas El-Ghabra

    GDG Kuwait (Alumni)

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  • Seham Abdlnaeem

    Seham Abdlnaeem

    Web Developer & GDG Kuwait (Alumni)

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  • Marwah Alenezi

    Marwah Alenezi

    GDG Kuwait (Alumni)

  • Zainab Alarbash

    Zainab Alarbash

    GDG Kuwait (Alumni)

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  • Ahmed Zayed

    Ahmed Zayed

    GDG Kuwait (Alumni)

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  • Zeinab Mohammed

    Zeinab Mohammed

    GDG Kuwait (Alumni)

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  • Husain Buhamad

    Husain Buhamad

    GDG Kuwait (Alumni)

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  • Partners