TensorFlow Lite for education and makers
Google Article
Coral · Education
TensorFlow Lite for education and makers

Posted by Scott Main, AIY Projects and Coral

AI and Machine Learning @ I/O Recap
Google Article
AI and Machine Learning @ I/O Recap

Posted by TensorFlow Team

Using Machine Learning to Help Protect the Great Barrier Reef in Partnership with Australia’s CSIRO
Google Article
Community
Using Machine Learning to Help Protect the Great Barrier Reef in Partnership with Australia’s CSIRO

Posted by Megha Malpani, Google Product Manager and Ard Oerlemans, Google Software Engineer

On-device Text-to-Image Search with TensorFlow Lite Searcher Library
Google Article
TensorFlow Lite
On-device Text-to-Image Search with TensorFlow Lite Searcher Library

Posted by Zonglin Li, Lu Wang, Maxime Brénon, and Yuqi Li, Software Engineers

Portrait Depth API: Turning a Single Image into a 3D Photo with TensorFlow.js
Google Article
TensorFlow.js
Portrait Depth API: Turning a Single Image into a 3D Photo with TensorFlow.js

Posted by Ruofei Du, Yinda Zhang, Ahmed Sabie, Jason Mayes, Google.

Why Karrot Uses TFX, and How to Improve Productivity on ML Pipeline Development
Google Article
Community · TFX
Why Karrot Uses TFX, and How to Improve Productivity on ML Pipeline Development

Posted by Ukjae Jeong, Gyoung-yoon Yoo, and Myeonghyeon Song from Karrot

Video Classification on Edge Devices with TensorFlow Lite and MoViNet
Google Article
TensorFlow Lite
Video Classification on Edge Devices with TensorFlow Lite and MoViNet

Posted by Dan Kondratyuk, Liangzhe Yuan, Google Research and Khanh LeViet, TensorFlow Developer Relations

How to migrate from BoostedTrees Estimators to TensorFlow Decision Forests
Google Article
TensorFlow Core
How to migrate from BoostedTrees Estimators to TensorFlow Decision Forests

Posted by Mathieu Guillame-Bert and Josh Gordon for the TensorFlow team

How LinkedIn Personalized Performance for Millions of Members using TensorFlow.js
Community · TensorFlow.js
How LinkedIn Personalized Performance for Millions of Members using TensorFlow.js

A guest post by LinkedInMark Pascual, Sr. Staff Engineer Nitin Pasumarthy, Staff Engineer

Intro mPOD DxTrack: A low-cost healthcare device using TensorFlow Lite Micro
Community
Intro mPOD DxTrack: A low-cost healthcare device using TensorFlow Lite Micro

A guest post by Jeffrey Ly, CEO & Joanna Ashby, CMO of mPOD, Inc. mPOD is a NIH-funded pre-seed startup headquartered out of Johnson & Johnson’s Innovation (JLABS) in New York City. In this article, we’d like to share with you a hardware device we have developed independently at mPOD leveraging TensorFlow Lite Micro (TFLM) as a core technology, called DxTrack.

Accelerating TensorFlow Lite Micro on Cadence Audio Digital Signal Processors
Google Article
TensorFlow Lite · tinyML
Accelerating TensorFlow Lite Micro on Cadence Audio Digital Signal Processors

Posted by Raj Pawate (Cadence) and Advait Jain (Google)

Highlights from TensorFlow’s 2021 exploreCSR awards
Google Article
Community
Highlights from TensorFlow’s 2021 exploreCSR awards

Posted by Josh Gordon, Jocelyn Becker, and Sloan Davis for the TensorFlow team

Boost your model's accuracy using self-supervised learning with TensorFlow Similarity
Google Article
TensorFlow Core
Boost your model's accuracy using self-supervised learning with TensorFlow Similarity

Posted by Elie Bursztein and Owen Vallis, Google

TFRT: A Progress Update
Google Article
TensorFlow Core
TFRT: A Progress Update

Posted by Mingsheng Hong, TFRT Tech Lead/Manager & Eric Johnson, TFRT Product Manager

Body Segmentation with MediaPipe and TensorFlow.js
Google Article
TensorFlow.js
Body Segmentation with MediaPipe and TensorFlow.js

Posted by Ivan Grishchenko, Valentin Bazarevsky, Ahmed Sabie, Jason Mayes, Google With the rise in interest around health and fitness, we have seen a growing number of TensorFlow.js users take their first steps in 2021 with our existing body related ML models, such as face mesh, body pose, and hand pose estimation. Today we are launching two new highly optimized body segmentation models that ar…

Improved TensorFlow 2.7 Operations for Faster Recommenders with NVIDIA
Community
Improved TensorFlow 2.7 Operations for Faster Recommenders with NVIDIA

A guest post by Valerie Sarge, Shashank Verma, Ben Barsdell, James Sohn, Hao Wu, and Vartika Singh from NVIDIA

On-device one-shot learning for image classifiers with Classification-by-Retrieval
Google Article
One-shot learning · TensorFlow Lite
On-device one-shot learning for image classifiers with Classification-by-Retrieval

Posted by Zu Kim and Louis Romero, Software Engineers, Google Research

Our Summer of Code Project on TF-GAN
Google Article
Community · TensorFlow GAN
Our Summer of Code Project on TF-GAN

Posted by Nived P A, Margaret Maynard-Reid, Joel ShorGoogle Summer of Code is a program that brings student developers into open-source projects each summer. This article describes enhancements made to the TensorFlow GAN library (TF-GAN) last summer that were proposed by Nived PA, an undergraduate student of Amrita School of Engineering. The goal of Nived’s project was to improve the TF-GAN libra…

Continuous Adaptation for Machine Learning System to Data Changes
Community · TFX
Continuous Adaptation for Machine Learning System to Data Changes

A guest post by Chansung Park, Sayak Paul (ML-GDEs)

Recognizing the 2021 TensorFlow Contributor Awardees
Google Article
Community
Recognizing the 2021 TensorFlow Contributor Awardees

Posted by the TensorFlow team