The TensorFlow Blog

Announcing the Winners of the TensorFlow Lite for Microcontrollers Challenge!

أكتوبر 18, 2021 — Posted by Pete Warden for the TensorFlow team

Community

ML Community Day: Save the date

أكتوبر 13, 2021 — Posted by the TensorFlow team

Community · TensorFlow Lite

Get Started with TensorFlow Lite Micro on Sony’s Spresense

أكتوبر 12, 2021 — A guest post by Daniel Sandblom, Sony

TensorFlow.js

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

أكتوبر 11, 2021 — Posted by Miles Hutson and Aaron Loh, Google Health

Community · TensorFlow Lite

TensorFlow Model Optimization Toolkit — Collaborative Optimization API

أكتوبر 08, 2021 — A guest post by Mohamed Nour Abouelseoud and Elena Zhelezina at Arm.

Community · TensorFlow Lite

End-to-end tinyML audio classification with the Raspberry Pi RP2040

أكتوبر 06, 2021 — A guest post by Sandeep Mistry, Arm

Community

Join us at the Women in Machine Learning Symposium

أكتوبر 05, 2021 — Posted by Jeanine Banks, VP of 3P Core Developer Platforms

TensorFlow Hub · TensorFlow Lite

Optical character recognition with TensorFlow Lite: A new example app

سبتمبر 27, 2021 — Posted by Wei Wei, TensorFlow Developer Advocate

Community · TensorFlow Hub

TensorFlow Hub’s Experience with Google Summer of Code 2021

سبتمبر 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

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

TensorFlow Core

Introducing TensorFlow Similarity

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

TensorFlow Lite

Faster Quantized Inference with XNNPACK

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

TensorFlow Core · TensorFlow Hub

Easy Machine Learning for On-Device Audio

سبتمبر 08, 2021 — Posted by Luiz GUStavo Martins, Developer Advocate

Community · TensorFlow.js

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

أغسطس 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

أغسطس 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

أغسطس 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

يوليو 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

يوليو 20, 2021 — Posted by Yunlu Li and Artsiom Ablavatski

Coral · Edge TPU

Real-World ML with Coral: Manufacturing

يوليو 16, 2021 — Posted by Michael Brooks, Coral

Community · Developer Stories

The TensorFlow Developer Certificate turns 1!

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

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