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TensorFlow Lite

67 items from margaretmz/awesome-tensorflow-lite ★1,393

all kinds
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    Netron github.com
    tool category #electron link ↗

    Visualizer for deep learning and machine learning models.

  2. 0
    MediaPipe github.com
    tool category #tensorflow-lite link ↗

    A cross platform (mobile, desktop and Edge TPUs) AI pipeline by Google AI. (PM Ming Yong) | MediaPipe examples.

  3. 0
    TensorFlow Lite Flutter Plugin github.com
    tool category #tensorflow-lite link ↗

    Provides a dart API similar to the TensorFlow Lite Java API for accessing TensorFlow Lite interpreter and performing inference in flutter apps. tflite_flutter on pub.dev.

  4. 0
    Adventures in TensorFlow Lite github.com
    tool category #tensorflow-lite link ↗

    A repository showing non-trivial conversion processes and general explorations in TensorFlow Lite.

  5. 0
    E2E TFLite Tutorials github.com
    tool category #tensorflow-lite link ↗

    Checkout this repo for sample app ideas and seeking help for your tutorial projects. Once a project gets completed, the links of the TensorFlow Lite model(s), sample code and tutorial will be added to this awesome list.

  6. 0
    TensorFlow Lite Examples - Android github.com
    tool category #tensorflow-lite link ↗

    A repository refactors and rewrites all the TensorFlow Lite Android examples which are included in the TensorFlow official website.

  7. 0
    Tensorflow-lite-kotlin-samples github.com
    tool category #tensorflow-lite link ↗

    A collection of Tensorflow Lite Android example Apps in Kotlin, to show different kinds of kotlin implementation of the example apps

  8. 0
    TFProfiler github.com
    tool category #tensorflow-lite link ↗

    An Android-based app to profile TensorFlow Lite models and measure its performance on smartphone.

  9. 0
    Model Maker tensorflow.org
    site category #tensorflow link ↗

    A transfer learning library that simplifies the process of training, evaluation and deployment for TensorFlow Lite models (support: Image Classification, Object Detection, Text Classification, BERT Question Answer, Audio Classification, Recommendation etc.; API reference).

  10. 0
    Keynote - TensorFlow Lite: ML for mobile and IoT devices youtube.com
    video category #tensorflow-lite link ↗

    .

  11. 0
    Computer Vision with ML Kit - Flutter In Focus youtube.com
    video category #tensorflow-lite link ↗

    .

  12. 0
    Contributing to TensorFlow Lite with Sunit Roy youtube.com
    video category #tensorflow-lite link ↗

    (Hacktoberfest 2021)

  13. 0
    Android ML by Hoi Lam youtube.com
    video category #tensorflow-lite link ↗

    (GDG Kolkata meetup).

  14. 0
    Inside TensorFlow: TensorFlow Lite youtube.com
    video category #tensorflow-lite link ↗

    .

  15. 0
    TensorFlow Lite for Android (Coding TensorFlow) youtube.com
    video category #tensorflow-lite link ↗

    .

  16. 0
    Easy on-device ML from prototype to production youtube.com
    video category #tensorflow-lite link ↗

    (TF Dev Summit 2020).

  17. 0
    TensorFlow model optimization: Quantization and pruning youtube.com
    video category #tensorflow-lite link ↗

    .

  18. 0
    TensorFlow Lite: ML for mobile and IoT devices youtube.com
    video category #tensorflow-lite link ↗

    (TF Dev Summit 2020).

  19. 0
    TensorFlow Lite: Solution for running ML on-device youtube.com
    video category #tensorflow-lite link ↗

    .

  20. 0
    Introduction to TensorFlow Lite udacity.com
    site category #tensorflow-lite link ↗

    Udacity course by Daniel Situnayake (@dansitu), Paige Bailey (@DynamicWebPaige), and Juan Delgado.

  21. 0
    TensorFlow Hub tfhub.dev
    site category #tensorflow-lite link ↗

    Set "Model format = TFLite" to find TensorFlow Lite models.

  22. 0
    Performance measurement tensorflow.org
    site category #tensorflow-lite link ↗

    How to measure model performance on Android and iOS.

  23. 0
    TensorFlow Lite models tensorflow.org
    site category #tensorflow-lite link ↗

    With official Android and iOS examples.

  24. 0
    TensorFlow Lite for Microcontrollers tensorflow.org
    site category #tensorflow-lite link ↗
  25. 0
    Pretrained models tensorflow.org
    site category #tensorflow-lite link ↗

    Quantized and floating point variants.

  26. 0
    Model Metadata tensorflow.org
    site category #tensorflow-lite link ↗

    Provides a standard for model descriptions which also enables Code Gen and Android Studio ML Model Binding.

  27. 0
    From TensorFlow to ML Kit: Power your Android application with machine learning speakerdeck.com
    site category #tensorflow-lite link ↗

    A talk with Android (Kotlin) sample code.

  28. 0
    TinyML shop.oreilly.com
    site category #tensorflow-lite link ↗

    By Pete Warden (@petewarden) and Daniel Situnayake (@dansitu).

  29. 0
    Complete Bundle pyimagesearch.com
    site category #tensorflow-lite link ↗

    | TOC) - By the PyImageSearch Team: Adrian Rosebrock (@PyImageSearch), David Hoffman, Asbhishek Thanki, Sayak Paul (@RisingSayak), and David Mcduffee.

  30. 0
    Practical Deep Learning for Cloud, Mobile, and Edge practicaldeeplearning.ai
    site category #tensorflow-lite link ↗

    By Anirudh Koul (@AnirudhKoul), Siddha Ganju (@SiddhaGanju), and Meher Kasam (@MeherKasam).

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