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How Adobe used Web ML with TensorFlow.js to enhance Photoshop for web
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)IntroductionPhotoshop Web Beta is...
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Celebrating Google Summer of Code Responsible AI Projects
Posted by Bhaktipriya Radharapu, Software Engineer, Google ResearchOne of the key goals of Responsible AI is to develop software ethically and in a way that is responsive to the needs of society and...
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Counterfactual Logit Pairing
Posted by Bhaktipriya Radharapu, Software EngineerTensorFlow Model Remediation is an open source toolkit that showcases solutions to help mitigate unfair bias in Machine Learning models. The toolkit...
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Training a recommendation model with dynamic embeddings
Posted by Thushan Ganegedara (GDE), Haidong Rong (Nvidia), Wei Wei (Google)Modern recommenders heavily leverage embeddings to create vector representations of each user and candidate item. These...
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Get ready for Google I/O
Posted by Timothy Jordan, Director, Developer Relations & Open SourceI/O is just a few days away and we couldn’t be more excited to share the latest updates across Google’s developer products,...
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Serving With TF and GKE: Stable Diffusion
Posted by Chansung Park and Sayak Paul (ML and Cloud GDEs)Generative AI models like Stable Diffusion1 that lets anyone generate high-quality images from natural language text prompts enable different...
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Scaling deep retrieval with TensorFlow Recommenders and Vertex AI Matching...
Posted by Jeremy Wortz, ML specialist, Google Cloud & Jordan Totten, Machine Learning Specialist Cross posted from Google Cloud AI & Machine LearningIn a previous blog, we outlined three...
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AI and Machine Learning @ I/O Recap
Posted by Lauren Usui and Joe FernandezArtificial intelligence is a topic of kitchen table conversations around the world today, and as AI becomes more accessible for users and developers, we want to...
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Google I/O 2023: What’s new in TensorFlow and Keras?
Posted by Ayush Jain, Carlos Araya, and Mani Varadarajan for the TensorFlow teamWelcome to TensorFlow and Keras at Google I/O!The world of machine learning is changing, faster than ever. The rise of...
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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...
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Attend our first Developer Summit on Recommendation Systems
Posted by Wei Wei, Developer AdvocateRegister for the Summit here!Recommendation systems are everywhere. They power our favorite websites, apps, and services, helping us find the things we enjoy. But...
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Visualizing and interpreting decision trees
Posted by Terence Parr, GoogleDecision 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...
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Augmenting recommendation systems with LLMs
Posted by Wei Wei, Developer AdvocateLarge language models (LLMs) are taking the world by storm, thanks to their powerful ability to generate text, translate languages, and answer questions in a...
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On-device fetal ultrasound assessment with TensorFlow Lite
Posted by Angelica Willis and Akib Uddin, Health AI Team, Google ResearchHow researchers at Google are working to expand global access to maternal healthcare with the help of AITensorFlow Lite* is an...
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What's new in TensorFlow 2.13 and Keras 2.13?
Posted by the TensorFlow and Keras TeamsTensorFlow 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...
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Simpleperf case study: Fast initialization of TFLite’s Memory Arena
Posted by Alan Kelly, Software EngineerOne of our previous articles, Optimizing TensorFlow Lite Runtime Memory, discusses how TFLite’s memory arena minimizes memory usage by sharing buffers between...
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The TensorFlow Lite Plugin for Flutter is Officially Available
Posted by Paul Ruiz, Developer Relations EngineerWe're excited to announce that the TensorFlow Lite plugin for Flutter has been officially migrated to the TensorFlow GitHub account and released! Three...
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Distributed Fast Fourier Transform in TensorFlow
Posted by Ruijiao Sun, Google Intern - DTensor teamFast Fourier Transform is an important method of signal processing, which is commonly used in a number of ways, including speeding up convolutions,...
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Pre-processing temporal data made easier with TensorFlow Decision Forests and...
Posted by Google: Mathieu Guillame-Bert, Richard Stotz, Robert Crowe, Luiz GUStavo Martins (Gus), Ashley Oldacre, Kris Tonthat, Glenn Cameron, and Tryolabs: Ian Spektor, Braulio Rios, Guillermo...
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People of AI: Season 2
Posted by Ashley OldacreIf you are joining us for the first time, you can binge listen to our amazing 8 episodes from Season 1 wherever you get your podcasts.We are back for another season of People of...
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