Simpleperf case study: Fast initialization of TFLite’s Memory Arena

Posted by Alan Kelly, Software Engineer One of our previous articles, Optimizing TensorFlow Lite Runtime Memory, discusses how TFLite’s memory arena minimizes memory usage by sharing buffers between tensors. This means we can run models on even smaller edge devices. In today’s article, I will describe the performance optimization of…

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What’s new in TensorFlow 2.13 and Keras 2.13?

Posted by the TensorFlow and Keras Teams TensorFlow 2.13 and Keras 2.13 have been released! Highlights of this release include publishing Apple Silicon wheels, the new Keras V3 format being default for .keras extension files and many more! TensorFlow Core Apple Silicon wheels for TensorFlow TensorFlow 2.13 is the first…

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International Devcamp 2023 in Bavaria Germany september 2023

The association of the German speaking Dolibarr community organizesan international Dolibarr Devcamp in Pöttmes Germany. We are aiming to gather the Dolibarr Developer Community to this event. One of the main tasks is to connect developers, support them how to best work together and participate in Dolibarr development and maintenance.…

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On-device fetal ultrasound assessment with TensorFlow Lite

Posted by Angelica Willis and Akib Uddin, Health AI Team, Google Research How researchers at Google are working to expand global access to maternal healthcare with the help of AI TensorFlow Lite* is an open-source framework to run machine learning models on mobile and edge devices. It’s popular for use…

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Visualizing and interpreting decision trees

Posted by Terence Parr, Google Decision trees are the fundamental building block of Gradient Boosted Trees and Random Forests, the two most popular machine learning models for tabular data. To learn how decision trees work and how to interpret your models, visualization is essential. TensorFlow recently published a new tutorial…

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Attend our first Developer Summit on Recommendation Systems

Posted by Wei Wei, Developer Advocate Register for the Summit here! Recommendation systems are everywhere. They power our favorite websites, apps, and services, helping us find the things we enjoy. But how do modern recommenders work? What are the key components and how do they fit together? How can we…

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American Sign Language Fingerspelling Recognition

Posted by Thad Starner (Professor, Georgia Tech and Staff Research Scientist, Google), Sam Sepah (ML Research Program Manager), Manfred Georg (Software Engineer, Google), Mark Sherwood (Senior Product Manager, Google), Glenn Cameron (Product Marketing Manager, Google) Over 70 million deaf people around the world use sign language to communicate. Collectively, they…

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