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

TensorFlow Hub for Real World Impact
Community · TensorFlow Core
TensorFlow Hub for Real World Impact

Posted by Luiz GUStavo Martins and Elizabeth Kemp on behalf of the TensorFlow Hub team

Google demonstrates leading performance in latest MLPerf Benchmarks
Community · TPU
Google demonstrates leading performance in latest MLPerf Benchmarks

Cross posted with the Google Cloud blog byTao Wang, Software Engineer, Aarush Selvan, Product Manager.

2021 Request for Proposals: Faculty awards to support machine learning courses, diversity, and inclusion
Community
2021 Request for Proposals: Faculty awards to support machine learning courses, diversity, and inclusion

Posted by Josh Gordon for the TensorFlow team

Meet TensorFlow community leads around the world
Community
Meet TensorFlow community leads around the world

Posted by Joana Carrasqueira and Lynette Gaddi, Program Managers at Google

Easier object detection on mobile with TensorFlow Lite
TensorFlow Lite
Easier object detection on mobile with TensorFlow Lite

Posted by Khanh LeViet, Developer Advocate on behalf of the TensorFlow Lite team

Training with Multiple Workers using TensorFlow Quantum
TF Quantum
Training with Multiple Workers using TensorFlow Quantum

Posted by Cheng Xing and Michael Broughton, Google

Leveraging Machine Learning for Unstructured Data Processing at Pixie
Community
Leveraging Machine Learning for Unstructured Data Processing at Pixie

A guest post by James Bartlett and Zain Asgar of Pixie.

PluggableDevice: Device Plugins for TensorFlow
Community · PluggableDevice
PluggableDevice: Device Plugins for TensorFlow

Posted by Penporn Koanantakool and Pankaj Kanwar.

How TensorFlow helps Edge Impulse make ML accessible to embedded engineers
Community · TensorFlow Lite
How TensorFlow helps Edge Impulse make ML accessible to embedded engineers

Posted by Daniel Situnayake, Founding TinyML Engineer, Edge Impulse.