tf.keras.layers.RandomRotation specifies the rotation as a fraction of 2*pi radians. Is this the work of a subversive tauist?
#tensorflow
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#Mozilla stellt #DeepSpeech ein.
DeepSpeech ist eine quelloffene, lokale #Sprache-zu-Text-Engine, die mit #Machine #Learning unter Verwendung des #TensorFlow-Frameworks erstellt wurde. Es ist in Verbindung mit der ebenfalls von #Mozilla zusammengestellten Stimmdatenbank Common Voice Corpus bereits auf einem Raspberry Pi 4 in Echtzeit lauffähig.
Keynote announcement for Plone Conference 2025 and PyCon Finland 2025: "Muuttolintujen Kevät - Automatic Bird Sound Classifier" by Patrik Lauha from Helsinki University! 
Discover how an innovative convolutional neural network, trained in Python with TensorFlow, identifies vocalizations from 263 Finnish bird species.
https://2025.ploneconf.org/news/keynote-muuttolintujen-kevat-automatic-bird-sound-classifier
Keynote announcement for Plone Conference 2025 and PyCon Finland 2025: "Muuttolintujen Kevät - Automatic Bird Sound Classifier" by Patrik Lauha from Helsinki University!
Discover how an innovative convolutional neural network, trained in Python with TensorFlow, identifies vocalizations from 263 Finnish bird species.
https://2025.ploneconf.org/news/keynote-muuttolintujen-kevat-automatic-bird-sound-classifier
模糊測試在程式移植中的驚人效能
➤ 人工智慧如何重塑程式移植的未來
✤ https://rjp.io/blog/2025-06-17-unreasonable-effectiveness-of-fuzzing
本文探討了利用大型語言模型（LLM）進行程式移植，尤其是從C語言移植到Rust語言的可能性。作者分享了過往在TensorFlow專案中遇到的技術債問題，以及傳統移植方法的高成本和風險。他提出，藉由讓LLM編寫模糊測試並以拓撲排序的方式逐步移植程式碼，或許能有效自動化移植流程，並降低移植的難度和成本。透過具體的測試案例，作者認為LLM在面對明確目標時能展現出解決問題的創意，並探討瞭如何利用LLM進行大規模的程式重構和API更新。
+ 「文章很有啟發性，讓人思考未來軟體開發和維護的方式會因為LLM而有巨大的變革。」
+ 「我對LLM的程式移植能力感到驚訝，雖然效能可能還有進步空間，但這已經是一個令人振奮的開始。」
#人工智慧 #程式移植 #模糊測試 #Rust #TensorFlow
rjp.ioThe Unreasonable Effectiveness of Fuzzing for Porting Programs
Hacker News 
Thesis: Low-cost edge computing using upcycled smartphones
hgpu.org · Low-cost edge computing using upcycled smartphonesSmartphone users often replace their devices prematurely for newer models, contributing to the growing issue of waste electrical and electronic equipment (WEEE). Repurposing these devices to extend…
The trailer for "Python, the Documentary" by
@CultRepo
premieres today! 
Finally found time to continue work on the Rockchip NPU. Plan to give this a strong push in the next few months:
https://blog.tomeuvizoso.net/2025/05/rockchip-npu-update-5-progress-on.html
blog.tomeuvizoso.netRockchip NPU update 5: Progress on the kernel driver It has been almost a year since my last update on the Rockchip NPU, and though I'm a bit sad that I haven't had more time to work on it, I...
Setting up TensorFlow Lite for Raspberry Pi High Quality Camera and compiling rpicam-detect was surprisingly complicated. Installing a .deb and manually writing the .pc file worked in the end.
These links are helpful:
https://lindevs.com/install-precompiled-tensorflow-lite-on-raspberry-pi/
https://github.com/raspberrypi/rpicam-apps/issues/622
lindevs.com · Install Precompiled TensorFlow Lite 2.19 on Raspberry Pi…
PyCharm thinks I have TensorFlow 2.19 installed, but the official TensorFlow site thinks the most recent version is 2.17.
MCP, Agentic Knowledge Graphs & AI Models: Solving Conversational Analytics
In this free webinar led by ex-Snowflake, Cloudera, and Amazon leaders, we'll unveil how cutting-edge LLMs (GPT 4.5, Sonnet 3.7, Deepseek V3/R1, Gemini 2.5, etc.) are revolutionizing data products.
#python #machinelearning #deeplearning #ai #developer #dev #devsecops #devops #mlops #learn #learning #study #git #github #codeberg #tensorflow #pytorch #jax #huggingface #linux #ubuntu #popos #llm
EventbriteMCP, Agentic Knowledge Graphs & AI Models: Solving Conversational AnalyticsCo-hosted by Gunther Hagleitner and Wangda Tan, former engineering and product leaders at Snowflake, Cloudera, & Cribl. Founders of Waii.ai.
Continued thread
Here's my presentation where I explored #tensorflow to make a neural network spatial curve based on an autoencoder.
https://www.youtube.com/watch?v=S_8_trOCVjI
You can follow along with my code diffs. https://github.com/RangerMauve/neural-spatial-curves/commits/default/
Replied in thread
@DrMikeWatts depending on how well designed, reusable, extendable etc., this could become a widely used framework similar to the more general purpose #tensorflow / #pytorch frameworks
mixing music and motion tracking #javascript #js #tensorflow #reactjs
How to segment X-Ray lungs using U-Net and Tensorflow
You can find link for the code in the blog : https://eranfeit.net/how-to-segment-x-ray-lungs-using-u-net-and-tensorflow/
Check out our tutorial here : https://youtu.be/-AejMcdeOOM&list=UULFTiWJJhaH6BviSWKLJUM9sg
Enjoy
Eran
Thanks to my Tensorflow framework for Apache Mesos, it is very easy to calculate models on multiple servers. 
Free Books
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#python #rust #c #c++ #machinelearning #deeplearning #ai #developer #dev #devsecops #devops #mlops #learn #learning #focus #study #git #gitlab #github #codeberg #software #statistics #pandas #numpy #tensorflow #pytorch #jax #huggingface #linux #ubuntu #mint #popos #llm #openai #chatgpt
DEV CommunityFree Books Python, Linux, Cloud and Programming - v21. Linux and Shell Scripting The Linux Command Line - A comprehensive guide to mastering...