The TensorFlow Blog

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

Community

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

八月 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

七月 28, 2022 — Posted by Chansung Park and Sayak Paul (ML-GDEs)

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

Community · TensorFlow.js

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

七月 27, 2022 — A guest post by Brad Dwyer, co-founder and CTO, Roboflow

Bringing Machine Learning to every developer’s toolbox

Announcements · Developers

Bringing Machine Learning to every developer’s toolbox

六月 27, 2022 — Posted by Laurence Moroney and Josh Gordon for the TensorFlow team

Profiling XNNPACK with TFLite

performance · profiling

Profiling XNNPACK with TFLite

六月 15, 2022 — Posted by Alan Kelly, Software Engineer

Adding Quantization-aware Training and Pruning to the TensorFlow Model Garden

TensorFlow Core · TensorFlow Lite

Adding Quantization-aware Training and Pruning to the TensorFlow Model Garden

六月 09, 2022 — Posted by Jaehong Kim, Rino Lee, and Fan Yang, Software Engineers

OCR in the browser using TensorFlow.js

Community · TensorFlow.js

OCR in the browser using TensorFlow.js

六月 07, 2022 — A guest post by Charles Gaillard, Mindee

Memory-efficient inference with XNNPack weights cache

TensorFlow Lite

Memory-efficient inference with XNNPack weights cache

六月 06, 2022 — Posted by Zhi An Ng and Marat Dukhan, Google

New documentation on tensorflow.org

TensorFlow Core

New documentation on tensorflow.org

六月 01, 2022 — Posted by the TensorFlow team

5 steps to go from a notebook to a deployed model

Community · GCP

5 steps to go from a notebook to a deployed model

五月 25, 2022 — Posted by Nikita Namjoshi, Google Cloud Developer Advocate

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

Community · TensorFlow.js

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

五月 23, 2022 — Posted by Hugo Zanini, Data Product Manager

What's new in TensorFlow 2.9?

TensorFlow Core

What's new in TensorFlow 2.9?

五月 18, 2022 — Posted by Goldie Gadde and Douglas Yarrington for the TensorFlow team

TensorFlow Lite for education and makers

Coral · Education

TensorFlow Lite for education and makers

五月 17, 2022 — Posted by Scott Main, AIY Projects and Coral

AI and Machine Learning @ I/O Recap

AI and Machine Learning @ I/O Recap

五月 12, 2022 — Posted by TensorFlow Team

Using Machine Learning to Help Protect the Great Barrier Reef in Partnership with Australia’s CSIRO

Community

Using Machine Learning to Help Protect the Great Barrier Reef in Partnership with Australia’s CSIRO

五月 11, 2022 — Posted by Megha Malpani, Google Product Manager and Ard Oerlemans, Google Software Engineer

On-device Text-to-Image Search with TensorFlow Lite Searcher Library

TensorFlow Lite

On-device Text-to-Image Search with TensorFlow Lite Searcher Library

五月 11, 2022 — Posted by Zonglin Li, Lu Wang, Maxime Brénon, and Yuqi Li, Software Engineers

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

TensorFlow.js

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

五月 10, 2022 — Posted by Ruofei Du, Yinda Zhang, Ahmed Sabie, Jason Mayes, Google.

Why Karrot Uses TFX, and How to Improve Productivity on ML Pipeline Development

Community · TFX

Why Karrot Uses TFX, and How to Improve Productivity on ML Pipeline Development

五月 06, 2022 — Posted by Ukjae Jeong, Gyoung-yoon Yoo, and Myeonghyeon Song from Karrot

Video Classification on Edge Devices with TensorFlow Lite and MoViNet

TensorFlow Lite

Video Classification on Edge Devices with TensorFlow Lite and MoViNet

四月 14, 2022 — Posted by Dan Kondratyuk, Liangzhe Yuan, Google Research and Khanh LeViet, TensorFlow Developer Relations

How to migrate from BoostedTrees Estimators to TensorFlow Decision Forests

TensorFlow Core

How to migrate from BoostedTrees Estimators to TensorFlow Decision Forests

四月 04, 2022 — Posted by Mathieu Guillame-Bert and Josh Gordon for the TensorFlow team

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TensorFlow Core TensorFlow.js TensorFlow Lite TFX Community