The TensorFlow Blog

Community

TensorFlow is a community driven project. Articles in this section explore work by the TensorFlow community, from all around the world.

Introducing Wake Vision: A High-Quality, Large-Scale Dataset for TinyML Computer Vision Applications

AI · Community

Introducing Wake Vision: A High-Quality, Large-Scale Dataset for TinyML Computer Vision Applications

tháng 12 05, 2024 — Posted by Colby Banbury, Emil Njor, Andrea Mattia Garavagno, Vijay Janapa Reddi – Harvard University

MLSysBook.AI: Principles and Practices of Machine Learning Systems Engineering

AI · Community

MLSysBook.AI: Principles and Practices of Machine Learning Systems Engineering

tháng 11 19, 2024 — Posted by Jason Jabbour, Kai Kleinbard and Vijay Janapa Reddi (Harvard University)

Join us at the third Women in ML Symposium!

AI · Announcement

Join us at the third Women in ML Symposium!

tháng 11 17, 2023 — Posted by Sharbani Roy – Senior Director, Product Management, Google

Cloud · Community

Get ready for Google I/O

tháng 4 27, 2023 — Posted by Timothy Jordan, Director, Developer Relations & Open Source

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

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)

Enabling Optimal Inference Performance on AMD EPYC™ Processors with the ZenDNN Library

Community · CPU performance

Enabling Optimal Inference Performance on AMD EPYC™ Processors with the ZenDNN Library

tháng 3 29, 2023 — Posted by Sarina Sit, AMD

Community

TensorFlow with MATLAB

tháng 3 14, 2023 — Posted by Sivylla Paraskevopoulou, Product Marketing Manager at MathWorks

Community · competition

TensorFlow Hub ❤️ Kaggle

tháng 3 09, 2023 — Posted by Luiz GUStavo Martins, Google AI Developer Advocate

Extend your TFX pipeline with TFX-Addons

Community · Tensorflow

Extend your TFX pipeline with TFX-Addons

tháng 2 07, 2023 — Posted by Hannes Hapke and Robert Crowe

Introducing Simple ML for Sheets: A No-code Machine Learning Add-on for Google Sheets

Accessibility · Community

Introducing Simple ML for Sheets: A No-code Machine Learning Add-on for Google Sheets

tháng 12 07, 2022 — Posted by Mathieu Guillame-Bert, Richard Stotz, Luiz GUStavo Martins, Ashley Oldacre, Jocelyn Becker, Glenn Cameron, and Jan Pfeifer

Community

Unfolding the Universe using TensorFlow

tháng 12 01, 2022 — A guest post by Roberta Duarte, IAG/USP

Community · TensorFlow Lite

Building a TensorFlow Lite based computer vision emoji input device with OpenMV

tháng 11 29, 2022 — A guest post by Sandeep Mistry, Arm

How Hugging Face improved Text Generation performance with XLA

Community · XLA

How Hugging Face improved Text Generation performance with XLA

tháng 11 28, 2022 — Posted by The Hugging Face Team 🤗

Accelerating TensorFlow on Intel Data Center GPU Flex Series

Community · PluggableDevice

Accelerating TensorFlow on Intel Data Center GPU Flex Series

tháng 10 28, 2022 — Posted by Jianhui Li, Zhoulong Jiang, Yiqiang Li from Intel, Penporn Koanantakool from Google

Community · TensorFlow Lite

Integrating Arm Virtual Hardware with the TensorFlow Lite Micro Continuous Integration Infrastructure

tháng 10 24, 2022 — A guest post by Matthias Hertel and Annie Tallund of Arm

Community · MLOps

How startups can benefit from TFX

tháng 10 14, 2022 — Posted by Hannes Hapke and Robert Crowe

Automated Deployment of TensorFlow Models with TensorFlow Serving and GitHub Actions

Community · GitHub Action

Automated Deployment of TensorFlow Models with TensorFlow Serving and GitHub Actions

tháng 9 27, 2022 — Posted by Chansung Park and Sayak Paul (ML-GDEs)

Optimizing TF, XLA and JAX for LLM Training on NVIDIA GPUs

Community · TensorFlow Core

Optimizing TF, XLA and JAX for LLM Training on NVIDIA GPUs

tháng 9 20, 2022 — Posted by Douglas Yarrington (Google TPgM), James Rubin (Google PM), Neal Vaidya (NVIDIA TME), Jay Rodge (NVIDIA PMM)

Community

Training tree-based models with TensorFlow in just a few lines of code

tháng 8 03, 2022 — A guest post by Dinko Franceschi, Broad Institute of MIT and Harvard

Load-testing TensorFlow Serving’s REST Interface

Community · docker

Load-testing TensorFlow Serving’s REST Interface

tháng 7 28, 2022 — Posted by Chansung Park and Sayak Paul (ML-GDEs)

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