TensorFlow Newsletter March 2023
Learn the latest in TF 2.12, save the date for Google I/O, and explore the latest AI research.
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Discover improvements and changes in the new release, including the new Keras model saving and exporting format, the keras.utils.FeatureSpace utility, TensorFlow python 3.11 wheels and much more.
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Create production-ready decision forest models
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TensorFlow Decision Forests is now included in the official
TensorFlow Serving
release and in Google Cloud's Vertex AI. Discover new features and explore ways you can use decision forest algorithms on structured data such as through the
Simple ML for Sheets
add-on.
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Isolated sign language recognition challenge on Kaggle
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Join a competition to build a TensorFlow Lite model for accurate, real-time sign language recognition and help reduce the risk of language deprivation for deaf children.
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Build search into your mobile app with TensorFlow Lite
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Learn how you can use the power of
Scalable Nearest Neighbors (ScaNN)
for semantic search or smart reply in your app using
TensorFlow Lite Model Maker
.
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New quantized RetinaNet+MobileNetV2, MOSAIC, and MobileBERT models
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Quantization-aware training (QAT) is critical to many on-device use cases, enabling lower latency or smaller model sizes with minimal loss of accuracy. Learn about the new state-of-the-art quantized models in the
TensorFlow Model Garden
for object detection, semantic segmentation, and NLP tasks.
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Extend TFX pipelines with community components
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TFX standard components provide proven functionality for production ML workflows. Explore custom components to add functionality for common MLOps patterns, contributed by the
TFX-Addons
community of companies and developers.
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A look back on 2022 with Google Research
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From algorithms to ML infrastructure and computer systems, read about all of the cutting-edge advances Google Research made in 2022. Discover the potential benefit in real-world applications and how you can use these technologies in TensorFlow.
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Save the date for Google I/O 2023!
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Be the first to learn about the latest solutions, products, and technologies that help you work smarter and simplify your development workflow.
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Stay Connected
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Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
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