note

TensorFlow Lite入門 / TensorFlow Liteの概要

「TensorFlow Lite」は、モバイル端末上でより軽量でより高速に推論できるように最適化された、TensorFlow モデルのモバイル専用フォーマットおよび実行環境です。Googleが提供するツールにより、既存のモデルを「TensorFlow Liteモデル」(*.tflite)に変換することで ...
note

TensorFlow Liteの自然言語処理の新機能

以下の記事を参考に書いてます。 「TensorFlow Lite」は、携帯電話、マイクロコントローラ、Edge TPUなどのEdgeデバイスに機械学習機能を提供するために、多くのアプリで広く採用されています。人々の生活をより簡単に、より生産的にする人気の高いアプリの中 ...
CodeZine（コードジン）

スマートフォンやPCなどの機械学習実行環境「TensorFlow Lite」が ...

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InfoQ

Machine Learning on Mobile and Edge Devices with TensorFlow Lite: Daniel Situnayake at QCon SF

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Android Authority

An introduction to TensorFlow Lite development on Android

Android development is not limited to cute little apps that split the bill in restaurants (that seems to be everyone’s “genius app idea,” or is it just me?). Android is a powerful platform with ...
GitHub

TensorFlow Lite Object Detection on Android and Raspberry Pi

TensorFlow Lite Object Detection on Android and Raspberry Pi Train your own TensorFlow Lite object detection models and run them on the Raspberry Pi, Android phones, and other edge devices! Get ...
TechCrunch

Google’s TensorFlow Lite brings machine learning to Android devices

While discussing the future of Android at Google I/O, Dave Burke, a VP of engineering, announced a new version of TensorFlow optimized for mobile called TensorFlow lite. The new library will allow ...
VentureBeat

Google launches TensorFlow Lite 1.0 for mobile and embedded devices

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Google today introduced TensorFlow Lite 1.0, its framework for developers ...
GitHub

TensorFlow Lite Micro for Espressif Chipsets

As per TFLite Micro guidelines for vendor support, this repository has the examples needed to use Tensorflow Lite Micro on Espressif Chipsets (e.g., ESP32) using ESP-IDF platform. The base repo on ...