EmbeddingGemma 2: an open, lightweight multimodal embedding model
Introducing EmbeddingGemma 2, an open multimodal embedding model optimized for privacy-first use cases
Google AI Blog4 min read
LiteRT
12 stories
What's new in TensorFlow 2.20
TensorFlow 2.20 deprecates tf.lite for LiteRT, enhances input pipeline warm-up speed, and makes installation of tensorflow-io-gcs-filesystem optional.
TensorFlow Blog3 min readWhat's new in TensorFlow 2.19
TensorFlow 2.19 has been released, including changes to the C++ API in LiteRT, the discontinuation of releasing libtensorflow packages, and more.
TensorFlow Blog2 min readIntroducing Wake Vision: A High-Quality, Large-Scale Dataset for TinyML Computer Vision Applications
Wake Vision is a new, high-quality dataset for person detection, seamlessly accessible with a single line of code via TensorFlow Datasets.
TensorFlow Blog4 min readWhat's new in TensorFlow 2.18
TensorFlow 2.18 is available now, with NumPy 2.0 support, LiteRT repository, CUDA updates, Hermetic CUDA for improved build reproducibility, and more.
TensorFlow Blog3 min readFaster Dynamically Quantized Inference with XNNPack
XNNPack’s Fully Connected and Convolution 2D operators now support dynamic range quantization. XNNPack is TensorFlow Lite’s CPU backend.
TensorFlow Blog7 min readHalf-precision Inference Doubles On-Device Inference Performance
We are pleased to announce the general availability for half-precision inference in TensorFlow Lite and XNNPack.
TensorFlow Blog5 min readBuilding a board game with the TFLite plugin for Flutter
Build a Flutter board game with the official TensorFlow Lite plugin for Flutter
TensorFlow Blog3 min readThe TensorFlow Lite Plugin for Flutter is Officially Available
The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.
TensorFlow Blog4 min readSimpleperf case study: Fast initialization of TFLite’s Memory Arena
The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.
TensorFlow Blog8 min readWhat's new in TensorFlow 2.13 and Keras 2.13?
TensorFlow 2.13 has been released! We're highlighting the new Keras V3 format as default for .keras extension files and much more!
TensorFlow Blog4 min readOn-device fetal ultrasound assessment with TensorFlow Lite
Learn how Google’s Health AI team is building a mobile-optimized fetal ultrasound system using TensorFlow Lite for real-time, on-device inference.
TensorFlow Blog6 min read
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