Announcing the Winners of the TensorFlow Lite for Microcontrollers Challenge!
Announcing the Winners of the TensorFlow Lite for Microcontrollers Challenge!

Posted by Pete Warden for the TensorFlow team

ML Community Day: Save the date
Community
ML Community Day: Save the date

Posted by the TensorFlow team

Get Started with TensorFlow Lite Micro on Sony’s Spresense
Community · TensorFlow Lite
Get Started with TensorFlow Lite Micro on Sony’s Spresense

A guest post by Daniel Sandblom, Sony

How DermAssist uses TensorFlow.js for on-device image quality checks
TensorFlow.js
How DermAssist uses TensorFlow.js for on-device image quality checks

Posted by Miles Hutson and Aaron Loh, Google Health

TensorFlow Model Optimization Toolkit — Collaborative Optimization API
Community · TensorFlow Lite
TensorFlow Model Optimization Toolkit — Collaborative Optimization API

A guest post by Mohamed Nour Abouelseoud and Elena Zhelezina at Arm.

End-to-end tinyML audio classification with the Raspberry Pi RP2040
Community · TensorFlow Lite
End-to-end tinyML audio classification with the Raspberry Pi RP2040

A guest post by Sandeep Mistry, Arm

Join us at the Women in Machine Learning Symposium
Community
Join us at the Women in Machine Learning Symposium

Posted by Jeanine Banks, VP of 3P Core Developer Platforms

Optical character recognition with TensorFlow Lite: A new example app
TensorFlow Hub · TensorFlow Lite
Optical character recognition with TensorFlow Lite: A new example app

Posted by Wei Wei, TensorFlow Developer Advocate

TensorFlow Hub’s Experience with Google Summer of Code 2021
Community · TensorFlow Hub
TensorFlow Hub’s Experience with Google Summer of Code 2021

Posted by Sayak Paul (MLE at Carted, and GDE) and Morgan Roff (Google)

How Waze Uses TFX to Scale Production-Ready ML
TFX · Vertex AI
How Waze Uses TFX to Scale Production-Ready ML

Posted by Gal Moran, Iris Shmuel, and Daniel Marcous (Data Scientists at Waze)

Introducing TensorFlow Similarity
TensorFlow Core
Introducing TensorFlow Similarity

Posted by Elie Bursztein and Owen Vallis, Google

Faster Quantized Inference with XNNPACK
TensorFlow Lite
Faster Quantized Inference with XNNPACK

Posted by Marat Dukhan and Frank Barchard, software engineers

Easy Machine Learning for On-Device Audio
TensorFlow Core · TensorFlow Hub
Easy Machine Learning for On-Device Audio

Posted by Luiz GUStavo Martins, Developer Advocate

3D Pose Detection with MediaPipe BlazePose GHUM and TensorFlow.js
Community · TensorFlow.js
3D Pose Detection with MediaPipe BlazePose GHUM and TensorFlow.js

Posted by Ivan Grishchenko, Valentin Bazarevsky, Eduard Gabriel Bazavan, Na Li, Jason Mayes, Google Pose detection is an important step in understanding more about the human body in videos and images. Our existing models have supported 2D pose estimation for some time, which many of you may have already tried. Today, we are launching our first 3D model in TF.js pose-detection API. 3D pose estima…

Pose estimation and classification on edge devices with MoveNet and TensorFlow Lite
Pose Estimation · TensorFlow Lite
Pose estimation and classification on edge devices with MoveNet and TensorFlow Lite

Posted by Khanh LeViet, TensorFlow Developer Advocate and Yu-hui Chen, Software Engineer

How Digitec Galaxus trains and serves millions of personalized newsletters per week with TFX
Community · TFX
How Digitec Galaxus trains and serves millions of personalized newsletters per week with TFX

Posted by Christian Sager (Product Owner, Digitec Galaxus) and Anant Nawalgaria (ML Specialist, Google)

Using the TensorFlow-Agents Bandits Library for Recommendations
Multi-Armed Bandits · Reinforcement Learning
Using the TensorFlow-Agents Bandits Library for Recommendations

Posted by Gábor Bartók and Efi Kokiopoulou, Google Research

Build fast, sparse on-device models with the new TF MOT Pruning API
TensorFlow Core · TensorFlow Lite
Build fast, sparse on-device models with the new TF MOT Pruning API

Posted by Yunlu Li and Artsiom Ablavatski

Real-World ML with Coral: Manufacturing
Coral · Edge TPU
Real-World ML with Coral: Manufacturing

Posted by Michael Brooks, Coral

The TensorFlow Developer Certificate turns 1!
Community · Developer Stories
The TensorFlow Developer Certificate turns 1!

Posted by Alina Shinkarsky and Jocelyn Becker on behalf of the TensorFlow Team