The TensorFlow Blog

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.

Community · TensorFlow.js

How Adobe used Web ML with TensorFlow.js to enhance Photoshop for web

فروردین ۱۰, ۱۴۰۲ — 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

TensorFlow.js

Content moderation using machine learning: the server-side part

شهریور ۱۷, ۱۴۰۱ — Posted by Jen Person, Senior Developer Relations Engineer, TensorFlow

Flax · JAX

JAX on the Web with TensorFlow.js

شهریور ۰۹, ۱۴۰۱ — Posted by Andreas Steiner and Marc van Zee, Google Research, Brain Team

Content moderation using machine learning: a dual approach

TensorFlow.js

Content moderation using machine learning: a dual approach

مرداد ۲۸, ۱۴۰۱ — Posted by Jen Person, Developer Advocate

Community · TensorFlow.js

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

مرداد ۰۵, ۱۴۰۱ — A guest post by Brad Dwyer, co-founder and CTO, Roboflow

Community · TensorFlow.js

OCR in the browser using TensorFlow.js

خرداد ۱۷, ۱۴۰۱ — A guest post by Charles Gaillard, Mindee

Real-time SKU detection in the browser using TensorFlow.js

Community · TensorFlow.js

Real-time SKU detection in the browser using TensorFlow.js

خرداد ۰۲, ۱۴۰۱ — Posted by Hugo Zanini, Data Product Manager

TensorFlow.js

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

اردیبهشت ۲۰, ۱۴۰۱ — Posted by Ruofei Du, Yinda Zhang, Ahmed Sabie, Jason Mayes, Google.

Community · TensorFlow.js

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

فروردین ۰۹, ۱۴۰۱ — A guest post by LinkedInMark Pascual, Sr. Staff Engineer Nitin Pasumarthy, Staff Engineer

TensorFlow.js

Body Segmentation with MediaPipe and TensorFlow.js

بهمن ۱۱, ۱۴۰۰ — 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

Community · TensorFlow.js

3D Hand Pose with MediaPipe and TensorFlow.js

آبان ۲۴, ۱۴۰۰ — Posted by Valentin Bazarevsky,Ivan Grishchenko, Eduard Gabriel Bazavan, Andrei Zanfir, Mihai Zanfir, Jiuqiang Tang,Jason Mayes, Ahmed Sabie, Google

TensorFlow.js

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

مهر ۱۹, ۱۴۰۰ — Posted by Miles Hutson and Aaron Loh, Google Health

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

Community · TensorFlow.js

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

شهریور ۰۸, ۱۴۰۰ — 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

Community · TensorFlow.js

High Fidelity Pose Tracking with MediaPipe BlazePose and TensorFlow.js

اردیبهشت ۲۹, ۱۴۰۰ — Posted by Ivan Grishchenko, Valentin Bazarevsky and Na Li, Google Research

Speed-up your sites with web-page prefetching using Machine Learning

TensorFlow.js · TFX

Speed-up your sites with web-page prefetching using Machine Learning

اردیبهشت ۲۸, ۱۴۰۰ — Posted by Minko Gechev, David Zats, Na Li, Ping Yu, Anusha Ramesh, and Sandeep Gupta

Next-Generation Pose Detection with MoveNet and TensorFlow.js

Community · TensorFlow.js

Next-Generation Pose Detection with MoveNet and TensorFlow.js

اردیبهشت ۲۷, ۱۴۰۰ — Posted by Ronny Votel and Na Li, Google Research

Community · TensorFlow.js

Custom object detection in the browser using TensorFlow.js

بهمن ۰۳, ۱۳۹۹ — A guest post by Hugo Zanini, Machine Learning Engineer

Community · TensorFlow.js

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

دی ۰۱, ۱۳۹۹ — 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

TensorFlow Lite · TensorFlow.js

Build sound classification models for mobile apps with Teachable Machine and TFLite

آذر ۱۲, ۱۳۹۹ — Posted by Khanh LeViet, TensorFlow Developer Advocate

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

Community · TensorFlow.js

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

آبان ۳۰, ۱۳۹۹ — Posted by Jason Mayes, Developer Relations Engineer for TensorFlow.js

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