TensorFlow.js
TensorFlow.js is a library for machine learning in JavaScript. Articles in this section cover building models in JavaScript and using them in the browser or in Node.js.
How Adobe used Web ML with TensorFlow.js to enhance Photoshop for web
Google Article
Community · TensorFlow.js
How Adobe used Web ML with TensorFlow.js to enhance Photoshop for web

tháng 3 30, 2023 — Guest post by Joseph Hsieh (Principal Scientist, Project Lead at Adobe), Devin Fernandez (Director of Product Management, Adobe), and Jason Mayes (Web ML Lead, Google)

Content moderation using machine learning: the server-side part
Google Article
TensorFlow.js
Content moderation using machine learning: the server-side part

tháng 9 08, 2022 — Posted by Jen Person, Senior Developer Relations Engineer, TensorFlow

JAX on the Web with TensorFlow.js
Google Article
Flax · JAX
JAX on the Web with TensorFlow.js

tháng 8 31, 2022 — Posted by Andreas Steiner and Marc van Zee, Google Research, Brain Team

Content moderation using machine learning: a dual approach
Google Article
TensorFlow.js
Content moderation using machine learning: a dual approach

tháng 8 19, 2022 — Posted by Jen Person, Developer Advocate

How Roboflow enables thousands of developers to use computer vision with TensorFlow.js
Community · TensorFlow.js
How Roboflow enables thousands of developers to use computer vision with TensorFlow.js

tháng 7 27, 2022 — A guest post by Brad Dwyer, co-founder and CTO, Roboflow

OCR in the browser using TensorFlow.js
Community · TensorFlow.js
OCR in the browser using TensorFlow.js

tháng 6 07, 2022 — A guest post by Charles Gaillard, Mindee

Real-time SKU detection in the browser using TensorFlow.js
Google Article
Community · TensorFlow.js
Real-time SKU detection in the browser using TensorFlow.js

tháng 5 23, 2022 — Posted by Hugo Zanini, Data Product Manager

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

tháng 5 10, 2022 — Posted by Ruofei Du, Yinda Zhang, Ahmed Sabie, Jason Mayes, Google.

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

tháng 3 29, 2022 — A guest post by LinkedInMark Pascual, Sr. Staff Engineer Nitin Pasumarthy, Staff Engineer

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

tháng 1 31, 2022 — 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…

3D Hand Pose with MediaPipe and TensorFlow.js
Google Article
Community · TensorFlow.js
3D Hand Pose with MediaPipe and TensorFlow.js

tháng 11 15, 2021 — Posted by Valentin Bazarevsky,Ivan Grishchenko, Eduard Gabriel Bazavan, Andrei Zanfir, Mihai Zanfir, Jiuqiang Tang,Jason Mayes, Ahmed Sabie, Google

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

tháng 10 11, 2021 — Posted by Miles Hutson and Aaron Loh, Google Health

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

High Fidelity Pose Tracking with MediaPipe BlazePose and TensorFlow.js
Google Article
Community · TensorFlow.js
High Fidelity Pose Tracking with MediaPipe BlazePose and TensorFlow.js

tháng 5 19, 2021 — Posted by Ivan Grishchenko, Valentin Bazarevsky and Na Li, Google Research

Speed-up your sites with web-page prefetching using Machine Learning
Google Article
TensorFlow.js · TFX
Speed-up your sites with web-page prefetching using Machine Learning

tháng 5 18, 2021 — Posted by Minko Gechev, David Zats, Na Li, Ping Yu, Anusha Ramesh, and Sandeep Gupta

Next-Generation Pose Detection with MoveNet and TensorFlow.js
Google Article
Community · TensorFlow.js
Next-Generation Pose Detection with MoveNet and TensorFlow.js

tháng 5 17, 2021 — Posted by Ronny Votel and Na Li, Google Research

Custom object detection in the browser using TensorFlow.js
Community · TensorFlow.js
Custom object detection in the browser using TensorFlow.js

tháng 1 22, 2021 — A guest post by Hugo Zanini, Machine Learning Engineer

InSpace: A new video conferencing platform that uses TensorFlow.js for toxicity filters in chat
Community · TensorFlow.js
InSpace: A new video conferencing platform that uses TensorFlow.js for toxicity filters in chat

tháng 12 21, 2020 — A guest post by Narine Hall, Assistant Professor at Champlain College, CEO of InSpace

Build sound classification models for mobile apps with Teachable Machine and TFLite
Google Article
TensorFlow Lite · TensorFlow.js
Build sound classification models for mobile apps with Teachable Machine and TFLite

tháng 12 02, 2020 — Posted by Khanh LeViet, TensorFlow Developer Advocate

A new YouTube show: TensorFlow.js Community Show & Tell
Google Article
Community · TensorFlow.js
A new YouTube show: TensorFlow.js Community Show & Tell

tháng 11 20, 2020 — Posted by Jason Mayes, Developer Relations Engineer for TensorFlow.js

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TensorFlow Core TensorFlow.js TensorFlow Lite TFX Community