The TensorFlow Blog

TensorFlow Lite

TensorFlow Lite is an open source deep learning framework for on-device inference. Articles in this section cover deploying machine learning models on mobile and IoT devices.

Announcement · LiteRT

What's new in TensorFlow 2.20

август 19, 2025 — Posted by the TensorFlow team

Introducing Wake Vision: A High-Quality, Large-Scale Dataset for TinyML Computer Vision Applications

AI · Community

Introducing Wake Vision: A High-Quality, Large-Scale Dataset for TinyML Computer Vision Applications

декември 05, 2024 — Posted by Colby Banbury, Emil Njor, Andrea Mattia Garavagno, Vijay Janapa Reddi – Harvard University

Faster Dynamically Quantized Inference with XNNPack

AI · Announcement

Faster Dynamically Quantized Inference with XNNPack

април 09, 2024 — Posted by Alan Kelly, Software Engineer

Half-precision Inference Doubles On-Device Inference Performance

AI · Announcement

Half-precision Inference Doubles On-Device Inference Performance

ноември 29, 2023 — Posted by Marat Dukhan and Frank Barchard, Software Engineers

Building a board game with the TFLite plugin for Flutter

Flutter · How To

Building a board game with the TFLite plugin for Flutter

октомври 18, 2023 — Posted by Wei Wei, Developer Advocate

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

performance · reduce

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

август 09, 2023 — Posted by Alan Kelly, Software Engineer

On-device fetal ultrasound assessment with TensorFlow Lite

AI · Health

On-device fetal ultrasound assessment with TensorFlow Lite

юни 20, 2023 — Posted by Angelica Willis and Akib Uddin, Health AI Team, Google Research

TensorFlow Lite Micro with ML acceleration

Coral · TensorFlow Lite

TensorFlow Lite Micro with ML acceleration

февруари 02, 2023 — Posted by Scott Main, Technical Writer, and the Coral team

New State-of-the-Art Quantized Models Added in TF Model Garden

TensorFlow Core · TensorFlow Lite

New State-of-the-Art Quantized Models Added in TF Model Garden

декември 22, 2022 — Posted by Jaehong Kim, Fan Yang, Shixin Luo, and Jiyang Kang

Community · TensorFlow Lite

Building a TensorFlow Lite based computer vision emoji input device with OpenMV

ноември 29, 2022 — A guest post by Sandeep Mistry, Arm

Community · TensorFlow Lite

Integrating Arm Virtual Hardware with the TensorFlow Lite Micro Continuous Integration Infrastructure

октомври 24, 2022 — A guest post by Matthias Hertel and Annie Tallund of Arm

Building a reinforcement learning agent with JAX, and deploying it on Android with TensorFlow Lite

Flax · JAX

Building a reinforcement learning agent with JAX, and deploying it on Android with TensorFlow Lite

октомври 03, 2022 — Posted by Wei Wei, Developer Advocate

mean · performance

Fast Reduce and Mean in TensorFlow Lite

септември 30, 2022 — Posted by Alan Kelly, Software Engineer

Announcing TensorFlow Lite in Google Play Services General Availability

Android · TensorFlow Lite

Announcing TensorFlow Lite in Google Play Services General Availability

септември 07, 2022 — Posted by Bernhard Bauer and Terry Heo, Software Engineers, Google

performance · profiling

Profiling XNNPACK with TFLite

юни 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

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

Memory-efficient inference with XNNPack weights cache

TensorFlow Lite

Memory-efficient inference with XNNPack weights cache

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

TensorFlow Lite for education and makers

Coral · Education

TensorFlow Lite for education and makers

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

TensorFlow Lite

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

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

TensorFlow Lite

Video Classification on Edge Devices with TensorFlow Lite and MoViNet

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

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