The TensorFlow Blog

Community · TensorFlow Hub

TensorFlow Hub’s Experience with Google Summer of Code 2021

tháng 9 20, 2021 — Posted by Sayak Paul (MLE at Carted, and GDE) and Morgan Roff (Google)

TFX · Vertex AI

How Waze Uses TFX to Scale Production-Ready ML

tháng 9 15, 2021 — Posted by Gal Moran, Iris Shmuel, and Daniel Marcous (Data Scientists at Waze)

TensorFlow Core

Introducing TensorFlow Similarity

tháng 9 13, 2021 — Posted by Elie Bursztein and Owen Vallis, Google

TensorFlow Lite

Faster Quantized Inference with XNNPACK

tháng 9 09, 2021 — Posted by Marat Dukhan and Frank Barchard, software engineers

TensorFlow Core · TensorFlow Hub

Easy Machine Learning for On-Device Audio

tháng 9 08, 2021 — Posted by Luiz GUStavo Martins, Developer Advocate

Community · TensorFlow.js

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

tháng 8 30, 2021 — 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 · TensorFlow Lite

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

tháng 8 16, 2021 — Posted by Khanh LeViet, TensorFlow Developer Advocate and Yu-hui Chen, Software Engineer

Community · TFX

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

tháng 8 11, 2021 — Posted by Christian Sager (Product Owner, Digitec Galaxus) and Anant Nawalgaria (ML Specialist, Google)

Multi-Armed Bandits · Reinforcement Learning

Using the TensorFlow-Agents Bandits Library for Recommendations

tháng 7 22, 2021 — Posted by Gábor Bartók and Efi Kokiopoulou, Google Research

TensorFlow Core · TensorFlow Lite

Build fast, sparse on-device models with the new TF MOT Pruning API

tháng 7 20, 2021 — Posted by Yunlu Li and Artsiom Ablavatski

Coral · Edge TPU

Real-World ML with Coral: Manufacturing

tháng 7 16, 2021 — Posted by Michael Brooks, Coral

Community · Developer Stories

The TensorFlow Developer Certificate turns 1!

tháng 7 12, 2021 — Posted by Alina Shinkarsky and Jocelyn Becker on behalf of the TensorFlow Team

Community · TensorFlow Core

TensorFlow Hub for Real World Impact

tháng 7 07, 2021 — Posted by Luiz GUStavo Martins and Elizabeth Kemp on behalf of the TensorFlow Hub team

Community · TPU

Google demonstrates leading performance in latest MLPerf Benchmarks

tháng 6 30, 2021 — Cross posted with the Google Cloud blog byTao Wang, Software Engineer, Aarush Selvan, Product Manager.

Community

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

tháng 6 28, 2021 — Posted by Josh Gordon for the TensorFlow team

Community

Meet TensorFlow community leads around the world

tháng 6 25, 2021 — Posted by Joana Carrasqueira and Lynette Gaddi, Program Managers at Google

TensorFlow Lite

Easier object detection on mobile with TensorFlow Lite

tháng 6 16, 2021 — Posted by Khanh LeViet, Developer Advocate on behalf of the TensorFlow Lite team

TF Quantum

Training with Multiple Workers using TensorFlow Quantum

tháng 6 11, 2021 — Posted by Cheng Xing and Michael Broughton, Google

Community

Leveraging Machine Learning for Unstructured Data Processing at Pixie

tháng 6 09, 2021 — A guest post by James Bartlett and Zain Asgar of Pixie.

Community · PluggableDevice

PluggableDevice: Device Plugins for TensorFlow

tháng 6 07, 2021 — Posted by Penporn Koanantakool and Pankaj Kanwar.

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