#TinyML
Guten Morgen!

Heute habe ich ein Treffen von via:mento (Mentoring für weibliche Postdocs) mit einer Professorin. Außerdem halte ich meine 7. Vorlesung in TinyML, habe ein paar Meetings und im späten Nachmittag vielleicht noch ein wenig Zeit ein bisschen Backlog abzuarbeiten. Los geht's!
November 10, 2025 at 6:35 AM
Mikhael Djajapermana, Moritz Reiber, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification
https://arxiv.org/abs/2511.02992
November 6, 2025 at 7:58 AM
Mikhael Djajapermana, Moritz Reiber, Daniel Mueller-Gritschneder, Ulf Schlichtmann: Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification https://arxiv.org/abs/2511.02992 https://arxiv.org/pdf/2511.02992 https://arxiv.org/html/2511.02992
November 6, 2025 at 6:30 AM
AI models are getting smaller and faster! Exciting advancements in efficient AI. #AI #MachineLearning #EdgeAI #TinyML #Innovation #Tech
Video
AMD backtracks on dropping support for older RX 5000 and 6000 series GPUs after community backlash. Get the latest on driver updates and game optimizations. Find out how AMD listened to gamers! #AMD #GPU #Gaming #Tech 2025-11-05T213015.410+0100 Tools used for generation Text Gemini Narator Azure TTS Clips Pexel Rendering Remotion
www.youtube.com
November 5, 2025 at 8:44 PM
The model is small, the audacity is enormous.

www.xda-developers.com/tinyml-impre...
October 31, 2025 at 5:09 PM
AI models are getting smaller and faster! Exciting progress in efficient machine learning. #AI #machinelearning #efficiency #optimization #tinyml
Video
New research reveals vulnerabilities in Trusted Execution Environments (TEEs), showing that physical attacks can bypass chip security. Learn how TEE.Fail extracts secrets and what this means for digital trust. Stay secure! #TEE #security #cybersecurity 2025-10-29 Tools used for generation Text Gemini Narator Azure TTS Clips Pexel Rendering Remotion
www.youtube.com
October 29, 2025 at 8:43 PM
Running deep learning models on microcontrollers has gained mainstream popularity among silicon vendors and #firmware developers. My latest article examines the state of the #TinyML runtime offerings in 2025.
👇👇👇
shawnhymel.com/2994/deep-le...

#microcontroller #embedded #AI #MachineLearning
Deep Learning on Microcontrollers: The State of Embedded ML in 2025 - Shawn Hymel
Edge AI has been gaining traction, and deploying deep learning models on microcontrollers (MCUs) has evolved from a niche experiment to a mainstream
shawnhymel.com
October 28, 2025 at 3:03 PM
In Tomorrow’s TER Edition:
🔐 An Open Source Initiative for TinyML
🧠 AI in Embedded Debug Tools
💰 A Rust Maintainer Fund
🔮 Rust and the Future of Coding

Subscribe now 👇
www.theembeddedrustacean.com/subscribe
The Embedded Rustacean
Everything Embedded Rust
www.theembeddedrustacean.com
October 23, 2025 at 3:59 PM
Eben die erste Vorlesung dieses Semesters gehalten (in TinyML). Ich habe vollkommen unterschätzt, wie lange es dauert, eine Umfrage mit mehreren Fragen über Menti zu machen.

1/2
October 20, 2025 at 2:39 PM
AI models are getting smaller! Faster inference on edge devices is now possible. Exciting times for IoT! #AI #EdgeAI #IoT #MachineLearning #TinyML #Innovation #Tech
Video
Is Nvidia's AI chip empire crumbling? OpenAI is developing custom AI chips! Discover how this shift and deals with AMD and Broadcom Inc. signal a new era in AI hardware. Watch now! #AI #Nvidia #OpenAI 2025-10-18T213018.685+0200 Tools used for generation Text Gemini Narator Azure TTS Clips Pexel Rendering Remotion
www.youtube.com
October 18, 2025 at 7:37 PM
#AllThingsOpen 2025 was incredible! 🙌 Huge thanks to everyone who joined my session, "TinyML Meets PyTorch: Deploying AI at the Edge with Python Using ExecuTorch." The live demo energy was 🔥

Grab the slides + code here 👉 bit.ly/4mNZL8R

#EdgeAI #TinyML
GitHub - davidvonthenen/2025-all-things-open: All resources (slides, code, etc) for All Things Open 2025: TinyML Meets PyTorch: Deploying AI at the Edge with Python Using ExecuTorch
All resources (slides, code, etc) for All Things Open 2025: TinyML Meets PyTorch: Deploying AI at the Edge with Python Using ExecuTorch - davidvonthenen/2025-all-things-open
github.com
October 15, 2025 at 3:10 PM
"What skills do I need for edge AI?" is a question I often get. #EdgeAI requires a unique blend of #ML math, #Python for training/optimization, and #embedded or #mobile development. Check out my full blog post to learn more (and recommended courses):
👇
shawnhymel.com/2976/how-to-...

#TinyML
How to Get a Job in Edge AI: Essential Skills for 2025 - Shawn Hymel
Edge AI refers to artificial intelligence that runs directly on devices at the "edge" of the network: things like smartphones, smart cameras, industrial
shawnhymel.com
October 14, 2025 at 3:13 PM
Pour les bricoleureuses amateurices de piafs en tout genre, voici un projet inventoriant les espèces d'oiseau en écoutant votre jardin:
www.emtechsa.com/post/tinyml-...
TinyML Bird Detector on ESP32 - EmtechSA
Learn how we built a fully quantized TinyML model for bird species detection, compressing gigabytes of audio into just 60 KB for real-time inference on an ESP32 microcontroller.
www.emtechsa.com
October 14, 2025 at 10:03 AM
TinyML 2.3 - Interpreter and step-by-step guide
www.youtube.com/watch?v=ZZbL...
TinyML 2.3 - Interpreter and step-by-step guide
YouTube video by Tomas Petricek
www.youtube.com
October 10, 2025 at 10:37 AM
TinyML 2.2 - Language features and theory
www.youtube.com/watch?v=eyVY...
TinyML 2.2 - Language features and theory
YouTube video by Tomas Petricek
www.youtube.com
October 10, 2025 at 10:37 AM
TinyML 2.1 - What you need to know about F#:
www.youtube.com/watch?v=wb1y...
TinyML 2.1 - What you need to know about F#
YouTube video by Tomas Petricek
www.youtube.com
October 10, 2025 at 10:37 AM
I just uploaded videos for the first lab of my tiny systems. TinyML - Write your own tiny functional language interpreter!

🎞️Watch the videos on YouTube: www.youtube.com/playlist?lis...
⌨️Get the source code here: github.com/tpetricek/ti...
October 10, 2025 at 10:36 AM
Ich bin mal gespannt, wie mein Konzept zum TinyML-Kurs dieses Jahr von den Studierenden angenommen wird. Ich möchte die Studierenden mitentscheiden lassen, welche Themen wir im letzten Drittel des Kurses behandeln. #Lehre
October 9, 2025 at 2:45 PM
Definitely want to experiment with the #Arduino UNO Q: dual-core Cortex-M7, onboard NPU, and TensorFlow Lite support. Real-time #AI at the edge, no cloud required
🔗 arduino.cc/product-uno-q #Arduino #EdgeAI #TinyML #IoT
Discover the New Arduino UNO Q: The All-In One Toolbox
Arduino UNO Q bridges high-performance computing with real-time control. Discover innovation made simple.
arduino.cc
October 7, 2025 at 2:13 PM
@allthingsopen.bsky.social is next week! 🔥 Excited! First time to ATO!

My session "TinyML Meets PyTorch: Deploying AI at the Edge with Python Using ExecuTorch" is on Monday Oct 13 at 11:30 AM ET in Room 301 B. Topics will apply to all AI/ML projects.

Details 👉 bit.ly/4nDDCek
October 7, 2025 at 1:07 PM
🐦 Track bird migration off-grid! Timothy Lovett’s Solar LoRa’r uses our XIAO nRF52840 Sense + Grove Vision AI V2 to ID birds with TinyML + send LoRa alerts. Solar-powered, low-power & scalable for wildlife research.

Check out the full guide on @hacksterio.bsky.social 👉 bit.ly/3WiFKvY
October 2, 2025 at 8:29 PM
Tobiasz Puslecki, Krzysztof Walkowiak: On The Dynamic Ensemble Selection for TinyML-based Systems -- a Preliminary Study https://arxiv.org/abs/2509.25218 https://arxiv.org/pdf/2509.25218 https://arxiv.org/html/2509.25218
October 1, 2025 at 6:33 AM