The TensorFlow Blog

Using TensorFlow for Deep Learning on Video Data

codelab · deep learning

Using TensorFlow for Deep Learning on Video Data

1월 19, 2023 — Posted by Shilpa Kancharla

End-to-End Pipeline for Segmentation with TFX, Google Cloud, and Hugging Face

Machine Learning · MLOps

End-to-End Pipeline for Segmentation with TFX, Google Cloud, and Hugging Face

1월 18, 2023 — Posted by Chansung Park, Sayak Paul (ML and Cloud GDEs)

Optimizing TensorFlow for 4th Gen Intel Xeon Processors

AMX · bfloat16

Optimizing TensorFlow for 4th Gen Intel Xeon Processors

1월 10, 2023 — Posted by Ashraf Bhuiyan, AG Ramesh from Intel, Penporn Koanantakool from Google

New State-of-the-Art Quantized Models Added in TF Model Garden

TensorFlow Core · TensorFlow Lite

New State-of-the-Art Quantized Models Added in TF Model Garden

12월 22, 2022 — Posted by Jaehong Kim, Fan Yang, Shixin Luo, and Jiyang Kang

Women in Machine Learning Symposium 2022 - Event Recap

Women in ML

Women in Machine Learning Symposium 2022 - Event Recap

12월 09, 2022 — Posted by Joana Carrasqueira, Developer Relations Program Manager

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

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

Building best-in-class recommendation systems with the TensorFlow ecosystem

recommendation systems · recommenders

Building best-in-class recommendation systems with the TensorFlow ecosystem

12월 06, 2022 — Posted by Wei Wei, Developer Advocate

Unfolding the Universe using TensorFlow

Community

Unfolding the Universe using TensorFlow

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

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

Community · TensorFlow Lite

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

11월 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

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

What’s new in TensorFlow 2.11?

TensorFlow Core

What’s new in TensorFlow 2.11?

11월 21, 2022 — Posted by the TensorFlow Team

Join us at the 2nd Women in Machine Learning Symposium

Announcements · Machine Learning

Join us at the 2nd Women in Machine Learning Symposium

11월 15, 2022 — Posted by The TensorFlow Team

Accelerating TensorFlow on Intel Data Center GPU Flex Series

Community · PluggableDevice

Accelerating TensorFlow on Intel Data Center GPU Flex Series

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

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

Community · TensorFlow Lite

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

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

Building the Future of TensorFlow

TensorFlow Core

Building the Future of TensorFlow

10월 20, 2022 — Posted by the TensorFlow team

How startups can benefit from TFX

Community · MLOps

How startups can benefit from TFX

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

CircularNet: Reducing waste with Machine Learning

TensorFlow Hub

CircularNet: Reducing waste with Machine Learning

10월 05, 2022 — Posted by Sujit Sanjeev, Product Manager, Robert Little, Sustainability Program Manager, Umair Sabir, Machine Learning Engineer

Building a reinforcement learning agent with JAX, and deploying it on Android with TensorFlow Lite

Flax · JAX

Building a reinforcement learning agent with JAX, and deploying it on Android with TensorFlow Lite

10월 03, 2022 — Posted by Wei Wei, Developer Advocate

Fast Reduce and Mean in TensorFlow Lite

mean · performance

Fast Reduce and Mean in TensorFlow Lite

9월 30, 2022 — Posted by Alan Kelly, Software Engineer

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Colab · GPU

Colab's ‘Pay As You Go’ Offers More Access to Powerful NVIDIA Compute for Machine Learning

9월 29, 2022 — Posted by Chris Perry, Google Colab Product Lead

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