A Tour of SavedModel Signatures
SavedModel · TensorFlow Core
A Tour of SavedModel Signatures

Posted by Daniel Ellis, TensorFlow EngineerNote: This blog post is aimed at TensorFlow developers who want to learn the details of how graphs and models are stored. If you are new to TensorFlow, you should check out the TensorFlow Basics guides before reading this article. TensorFlow can run models without the original Python objects, as demonstrated by TensorFlow Serving and TensorFlow Lite, o…

Transfer Learning for Audio Data with YAMNet
TensorFlow Core · TensorFlow Hub
Transfer Learning for Audio Data with YAMNet

Posted by Luiz GUStavo Martins, Developer Advocate

Introducing TensorFlow Videos for a Global Audience: Vietnamese
Community · Vietnamese
Introducing TensorFlow Videos for a Global Audience: Vietnamese

Posted by TensorFlow Team When the TensorFlow YouTube channel launched in 2018, we had a vision to inform and inspire developers around the world about what was possible with Machine Learning. With series like Coding TensorFlow showing how you can use it, and Made with TensorFlow showing inspirational stories about what people have done with TensorFlow and much more, the channel has grown greatly…

Variational Inference with Joint Distributions in TensorFlow Probability
TensorFlow Core · TensorFlow Probability
Variational Inference with Joint Distributions in TensorFlow Probability

Posted by Emily Fertig, Joshua V. Dillon, Wynn Vonnegut, Dave Moore, and the TensorFlow Probability team In this post, we introduce new tools for variational inference with joint distributions in TensorFlow Probability, and show how to use them to estimate Bayesian credible intervals for weights in a regression model. Overview Variational Inference (VI) casts approximate Bayesian inference as an …

How OpenX Trains and Serves for a Million Queries per Second in under 15 Milliseconds
Community · TFX
How OpenX Trains and Serves for a Million Queries per Second in under 15 Milliseconds

A guest post by Larry Price, OpenXEdited by Robert Crowe, Anusha Ramesh - TensorFlow

Accelerated inference on Arm microcontrollers with TensorFlow Lite for Microcontrollers and CMSIS-NN
Community · TensorFlow Lite
Accelerated inference on Arm microcontrollers with TensorFlow Lite for Microcontrollers and CMSIS-NN

A guest post by Fredrik Knutsson of Arm

Join us at TensorFlow Everywhere
Community
Join us at TensorFlow Everywhere

Posted by Biswajeet Mallik, Program Manager

Leveraging TensorFlow-TensorRT integration for Low latency Inference
Community · TensorFlow Core
Leveraging TensorFlow-TensorRT integration for Low latency Inference

Posted by Jonathan Dekhtiar (NVIDIA), Bixia Zheng (Google), Shashank Verma (NVIDIA), Chetan Tekur (NVIDIA)

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

A guest post by Hugo Zanini, Machine Learning Engineer Object detection is the task of detecting where in an image an object is located and classifying every object of interest in a given image. In computer vision, this technique is used in applications such as picture retrieval, security cameras, and autonomous vehicles. One of the most famous families of Deep Convolutional Neural Networks (…