How CEVA uses TensorFlow Lite for Always-On Speech Recognition on the Edge
Community · TensorFlow Lite
How CEVA uses TensorFlow Lite for Always-On Speech Recognition on the Edge

A guest article by Ido Gus of CEVA CEVA is a leading licensor of wireless connectivity and smart sensing technologies. Our products help OEMs design power-efficient, intelligent and connected devices for a range of end markets, including mobile, consumer, automotive, robotics, industrial and IoT. In this article, we'll describe how we used TensorFlow Lite for Microcontrollers (TFLM) to deplo…

 How NetEase Yanxuan uses TensorFlow for customer service chat bots
Community
How NetEase Yanxuan uses TensorFlow for customer service chat bots

Posted by Liu Huiyun, a senior algorithm engineer at NetEase

Neural Structured Learning in TFX
TFX
Neural Structured Learning in TFX

Posted by Arjun Gopalan, Software Engineer, Google Research Edited by Robert Crowe, TensorFlow Developer Advocate, Google Research

How TensorFlow docs uses Jupyter notebooks
Community · TensorFlow Core
How TensorFlow docs uses Jupyter notebooks

Posted by Billy Lamberta, TensorFlow Team

 Optimizing TensorFlow Lite Runtime Memory
TensorFlow Lite
Optimizing TensorFlow Lite Runtime Memory

Posted by Juhyun Lee and Yury Pisarchyk, Software Engineers

Boosting quantum computer hardware performance with TensorFlow
Community · Quantum
Boosting quantum computer hardware performance with TensorFlow

A guest article by Michael J. Biercuk, Harry Slatyer, and Michael Hush of Q-CTRL

Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX)
TFX
Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX)

Posted by Konstantinos (Gus) Katsiapis on behalf of the TFX Team

 Bringing the Mona Lisa Effect to Life with TensorFlow.js
Community · TensorFlow.js
Bringing the Mona Lisa Effect to Life with TensorFlow.js

A guest post by Emily Xie, Software Engineer

 Introducing TensorFlow Recommenders
TensorFlow Core · TensorFlow Recommenders
Introducing TensorFlow Recommenders

Posted by Maciej Kula and James Chen, Google BrainFrom recommending movies or restaurants to coordinating fashion accessories and highlighting blog posts and news articles, recommender systems are an important application of machine learning, surfacing new discoveries and helping users find what they love.

What’s new in TensorFlow Lite for NLP
TensorFlow Lite
What’s new in TensorFlow Lite for NLP

Posted by Tian Lin, Yicheng Fan, Jaesung Chung and Chen Cen

TensorFlow Lite has been widely adopted in many applications to provide machine learning features on edge devices such as mobile phones, microcontroller units, and Edge TPUs. Among all popular applications that make people’s life easier and more productive, Natural Language Understanding is one of the key areas that attracts much attenti…

Introduction to TFLite On-device Recommendation
TensorFlow Lite
Introduction to TFLite On-device Recommendation

Posted by Ellie Zhou, Tian Lin, Cong Li, Shuangfeng Li and Sushant Prakash

 Easy ML mobile development with TensorFlow Lite Task Library
TensorFlow Lite
Easy ML mobile development with TensorFlow Lite Task Library

Posted by Lu Wang, Chen Cen, Arun Venkatesan, Khanh LeViet

How to Create a Cartoonizer with TensorFlow Lite
AIforArt · Community
How to Create a Cartoonizer with TensorFlow Lite

A guest post by ML GDEs Margaret Maynard-Reid (Tiny Peppers) and Sayak Paul (PyImageSearch)

 Supercharging the TensorFlow.js WebAssembly backend with SIMD and multi-threading
TensorFlow.js
Supercharging the TensorFlow.js WebAssembly backend with SIMD and multi-threading

Posted by Ann Yuan and Marat Dukhan, Software Engineers at Google

 Fast Supernovae Detection using Neural Networks
Community
Fast Supernovae Detection using Neural Networks

A guest post by Rodrigo Carrasco-Davis & The ALeRCE Collaboration, Millennium Institute of Astrophysics, Chile

 Announcing TensorFlow Lite Micro support on the ESP32
Community · TensorFlow Lite
Announcing TensorFlow Lite Micro support on the ESP32

A guest article by Vikram Dattu, Aditya Patwardhan, Kedar Sovani of Espressif Systems

Introducing TF-Coder, a tool that writes tricky TensorFlow expressions for you!
TensorFlow Core
Introducing TF-Coder, a tool that writes tricky TensorFlow expressions for you!

Posted by Kensen Shi, Google Research

When manipulating tensors, one must keep track of multiple dimensions, tensor shape and DType compatibility, and of course mathematical correctness. Additionally, there are hundreds of TensorFlow operations, and finding the right ones to use can be a challenge.

Introducing Danfo.js, a Pandas-like Library in JavaScript
Community · TensorFlow.js
Introducing Danfo.js, a Pandas-like Library in JavaScript

A guest post by Rising Odegua, Independent Researcher; Stephen Oni, Data Science Nigeria

 Introducing TensorFlow Videos for a Global Audience: Japanese
Japanese
Introducing TensorFlow Videos for a Global Audience: Japanese

Posted by the TensorFlow Team

Introducing Semantic Reactor: Explore NLP in Google Sheets
TensorFlow.js
Introducing Semantic Reactor: Explore NLP in Google Sheets

Posted by Dale Markowitz, Applied AI Engineer

Editor’s note: An earlier version of this article was published on Dale’s blog.