The TensorFlow Blog

Community · TensorFlow Lite

Building a TinyML Application with TF Micro and SensiML

Mai 07, 2021 — A guest post by Chris Knorowski, SensiMLCTO

TFX

Using TFX inference with Dataflow for large scale ML inference patterns

Mai 06, 2021 — Posted by Reza Rokni, Snr Staff Developer Advocate

Recommendations · TensorFlow Lite

Adaptive Framework for On-device Recommendation

April 29, 2021 — Posted by Ellie Zhou, Tian Lin, Shuangfeng Li and Sushant Prakash

Community

Reconstructing thousands of particles in one go at the CERN LHC with TensorFlow

April 22, 2021 — A guest post by Jan Kieseler from CERN, EP/CMG

TensorFlow Core

How-to Write a Python Fuzzer for TensorFlow

April 01, 2021 — Posted by Laura Pak

Community · TensorFlow Core

TensorFlow Quantum turns one year old

März 18, 2021 — Posted by Michael Broughton, Alan Ho, Masoud Mohseni Last year we announced TensorFlow Quantum (TFQ) at the 2020 TensorFlow developer summit and on the Google AI Blog. Bringing all of the tools and features that TensorFlow has to offer to the world of quantum computing has led to some great research success stories. In this post, we would like to look back on what’s happened in the last year in…

SavedModel · TensorFlow Core

A Tour of SavedModel Signatures

März 03, 2021 — Posted by Daniel Ellis, TensorFlow Engineer

TensorFlow Core · TensorFlow Hub

Transfer Learning for Audio Data with YAMNet

März 02, 2021 — Posted by Luiz GUStavo Martins, Developer Advocate

Community · Vietnamese

Introducing TensorFlow Videos for a Global Audience: Vietnamese

März 01, 2021 — Posted by TensorFlow Team

TensorFlow Core · TensorFlow Probability

Variational Inference with Joint Distributions in TensorFlow Probability

Februar 17, 2021 — Posted by Emily Fertig, Joshua V. Dillon, Wynn Vonnegut, Dave Moore, and the TensorFlow Probability team

Community · TFX

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

Februar 15, 2021 — A guest post by Larry Price, OpenXEdited by Robert Crowe, Anusha Ramesh - TensorFlow

Community · TensorFlow Lite

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

Februar 10, 2021 — A guest post by Fredrik Knutsson of Arm

Community

Join us at TensorFlow Everywhere

Februar 09, 2021 — Posted by Biswajeet Mallik, Program Manager

Community · TensorFlow Core

Leveraging TensorFlow-TensorRT integration for Low latency Inference

Januar 28, 2021 — Posted by Jonathan Dekhtiar (NVIDIA), Bixia Zheng (Google), Shashank Verma (NVIDIA), Chetan Tekur (NVIDIA)

Community · TensorFlow.js

Custom object detection in the browser using TensorFlow.js

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

TFX

ML Metadata: Version Control for ML

Januar 08, 2021 — Posted by Ben Mathes and Neoklis Polyzotis, on behalf of the TFX Team

Community

Join the TensorFlow Special Interest Groups (SIGs)

Dezember 22, 2020 — Posted by Joana Carrasqueira, TensorFlow Program Manager and Thea Lamkin, Open Source Program Manager, in collaboration with TensorFlow SIG Leads.

Community · TensorFlow.js

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

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

TensorFlow Hub · TensorFlow Lite

How to generate super resolution images using TensorFlow Lite on Android

Dezember 18, 2020 — Posted by Wei Wei, TensorFlow Developer Advocate

Community

How Rasa Open Source Gained Layers of Flexibility with TensorFlow 2.x

Dezember 16, 2020 — A guest post by Vincent D. Warmerdam and Vladimir Vlasov, Rasa

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