sayzardMar 7

Google for Developers (@googledevs)

TensorFlow 2.21이 출시되었습니다. LiteRT가 정식 프로덕션으로 승격되어 온디바이스 추론용 범용 프레임워크 역할을 하며, GPU에서 기존 TFLite 대비 1.4배 빠른 성능과 새로운 NPU 가속을 제공한다고 공지되었습니다. 또한 저정밀도 지원이 추가되어 온디바이스 성능 최적화가 강화되었습니다.

https://x.com/googledevs/status/2030010555923046630

#tensorflow #litert #tflite #npu #ondevice

Google for Developers (@googledevs) on X

TensorFlow 2.21 has arrived. ⚙️ LiteRT has officially graduated to production, serving as the universal on-device inference framework for the AI era. What’s new: ⚡️ LiteRT Production: 1.4x faster GPU performance vs. TFLite + new NPU acceleration 💎 Lower Precision: Added

X (formerly Twitter)
Show threadGareth HalfacreeNov 19

News from #STMicro as the company updates its #tinyML model zoo - now some 140-models strong, plus with fresh support for #PyTorch after previously pinning its hopes on #tflite.

https://www.hackster.io/news/stmicro-updates-its-tinyml-stm32-model-zoo-now-offers-over-140-ready-to-use-ml-ai-models-47f765aecf5e

(The GitHub release isn't ready yet, for some reason, but STMicro says it's coming "soon.")

#Technology #Microcontroller #Programming #ArtificialIntelligence #News #Hackster

STMicro Updates Its TinyML STM32 Model Zoo, Now Offers Over 140 Ready-to-Use ML, AI Models

The new 4.0.0 release is, the company boasts, the industry's biggest collection of AI and ML models for microcontrollers.

Hackster.io
HabrOct 22, 2024

Интеграция TFLite во Flutter: внедряем модели машинного обучения в мобильное приложение

Привет! Меня зовут Никита Грибков, я Flutter-разработчик в AGIMA. В этой статье расскажу про фреймворк TensorFlow Lite, который позволяет интегрировать в мобильное приложение модели машинного обучения. Это полезная штука, если нужно реализовать фичи, связанные с распознаванием речи или с классификацией изображений. Покажу, как обучать модели и как затем с ними работать.

https://habr.com/ru/companies/agima/articles/852500/

#tflite #flutter #python #tensorflow_lite

Интеграция TFLite во Flutter: внедряем модели машинного обучения в мобильное приложение

Привет! Меня зовут Никита Грибков, я Flutter-разработчик в AGIMA. В этой статье расскажу про фреймворк TensorFlow Lite, который позволяет интегрировать в мобильное приложение модели машинного...

Хабр
GripNewsMay 14, 2024
🌖 GitHub - google-ai-edge/model-explorer: 現代化的模型圖形可視化和調試工具
➤ GitHub項目 google-ai-edge/model-explorer 提供現代化模型圖形可視化和調試工具
✤ https://github.com/google-ai-edge/model-explorer
GitHub上有一個名為google-ai-edge/model-explorer的項目，它是一個現代化的模型圖形可視化和調試工具。該項目提供了直觀的層次化模型圖形視覺化，能夠將模型操作組織成嵌套層，讓用戶可以動態擴展或折疊這些層。它還提供了一系列功能，以便於模型的探索和調試，包括突出顯示輸入和輸出操作，為節點加上元數據，以交互式彈出窗口顯示層，執行搜索，顯示相同的層，GPU加速的圖形渲染等等。該工具目前支持TFLite、TensorFlow、MLIR和PyTorch
#GitHub #google-ai-edge/model-explorer #AI #模型 #圖形可視化 #調試 #TFLite #TensorFlow #MLIR #PyTorch
GitHub - google-ai-edge/model-explorer: A modern model graph visualizer and debugger

A modern model graph visualizer and debugger. Contribute to google-ai-edge/model-explorer development by creating an account on GitHub.

GitHub
onionMar 11, 2024
Building #OpenCV for fun and stuff. I hope #tflite import works after this, should be integrated afaik.
Show threadStarbeamrainbowlabsAug 25, 2023

To make this demo (see toot above):
Social media dataset → extract wordlist → #GloVe → #UMAP [25→3 dimensions] → #Babylonjs

I also have plans to port my best sentiment analysis model to #TFLite and have a "write a tweet" demo that classifies it as positive/negative

[2/2]

Tiago F. R. RibeiroJun 4, 2023

A Basic Introduction to TensorFlow Lite
#Tensorflow #Lite #TFLite

https://towardsdatascience.com/a-basic-introduction-to-tensorflow-lite-59e480c57292

CollaboraJan 10, 2023
Last year, we began an effort to get a #TFLite model running on a VIM3 NPU using Etnaviv & #OpenCL. Our goal? Getting a machine learning workload running on a fully open-source/upstream solution. Here's the latest: https://openfir.st/mletnv #OpenSource #TensorFlow
Machine Learning with Etnaviv and OpenCL

Earlier this year, we began an effort to get a TFLite model running on a VIM3 NPU using Etnaviv and OpenCL.

Collabora | Open Source Consulting
CollaboraDec 15, 2022
New blog post! Earlier this year, we began an effort to get a #TFLite model running on a VIM3 NPU using Etnaviv & #OpenCL. Our goal? Getting a machine learning workload running on a fully open-source/upstream solution. https://openfir.st/mletnv #OpenSource #TensorFlow
Machine Learning with Etnaviv and OpenCL

Earlier this year, we began an effort to get a TFLite model running on a VIM3 NPU using Etnaviv and OpenCL.

Collabora | Open Source Consulting