#tinyml
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shawnhymel.bsky.social
Full object detection on a #microcontroller in 3.5 ms is quite impressive! Yes, I’m using an #AI accelerator…I’m certainly not doing inference on the CPU in that amount of time 😁 #edgeAI #tinyml #embedded
February 10, 2026 at 11:56 PM
adebiyi.bsky.social
Prepping for the tinyML meetup in Lagos.
Raspberry pi pico camera dev board for tinyML applications.
September 2, 2023 at 10:25 PM
smcgrath.phd
TinyML, low-cost, low-power AI, is transforming the Global South, from detecting crop diseases to tracking wildlife. Unlike power-hungry LLMs, tinyML runs locally, requiring minimal energy and no internet. AI, downsized and democratized. 🩺💻 #MLSky
What’s tinyML? The Global South’s alternative to power-hungry, pricey AI
Stamp-size devices running machine learning models are tackling agricultural, health, and conservation problems in resource-poor regions
www.science.org
February 28, 2025 at 4:04 PM
rocketmeupio.bsky.social
Machine Learning on Microcontrollers —  Implementing TinyML for Resource-Constrained Devices
link.medium.com
December 8, 2024 at 3:10 AM
dcuthbert.bsky.social
Wife is at work
Kids got picked up by nan. Got told to relax and recharge…

Hmmm so perfect time to play with building that Syntiant TinyML room temp/IAQ sensor for the kids room right?
December 15, 2024 at 9:09 AM
seeedstudio.com
Stop illegal logging with TinyML Forest Ranger by SalmanFaris! Using TinyML and LoRa on Helium & @edgeimpulse.com, it detects chainsaws & vehicles in protected areas. Powered by our XIAO nRF52840 Sense & Wio-E5, it sends real-time alerts!

Full project on @hacksterio.bsky.social tinyurl.com/bdfu88pz
March 31, 2025 at 9:44 AM
alasdairallan.com
In today's mailbag, the second edition of the "TinyML Cookbook," by Gian Marco Iodice, amzn.to/47X6hTV. #TinyML
December 11, 2023 at 8:00 PM
voltjots.bsky.social
Open source frameworks are driving TinyML to embed powerful machine learning on ultra-low-power microcontrollers, shifting intelligence from the cloud to the smallest connected devices for smarter, faster responses.

www.opensourceforu.com/2026/01/the-...

#electronics #TinyML #opensource
The Whispering Machines: How Open Source Is Bringing Intelligence To The Tiniest Devices - Open Source For You
Built on open source frameworks, TinyML is enabling complex machine learning models to run on the microcontrollers embedded in connected devices, bringing
www.opensourceforu.com
January 19, 2026 at 6:31 AM
fabmusacchio.bsky.social
#WILD! Combined wireless #electrophysiology, #IMU, camera & #UltrasonicAudio with onboard #TinyML and closed-loop #optogenetics in freely moving mice, even enabling recordings during #SocialBehavior and: in large outdoor environments. …Truly: WANT!
Diagram of a device labeled MCU, TinyML, Sync, NSP, Stim. control, I/O, Bluetooth, Storage, Battery, WILD-API, and components including a microphone, camera, neural amp, stimulator, and SD card. Labels: BATTERY, SD card, WILD, BASE PLATE, CAMERA and microphone. system diagram of WILD. Behavioral and electrophysiological signals are fed into TinyML and NSP modules and stored in a microSD card. Real-time detection (Det) of neural events and behavioral motifs is performed on board and can be used to control optogenetic manipulations in a closed-loop manner (Stim). Communication with the host computer is achieved via Bluetooth, and seamless synchronization with external devices is provided, all controlled by WILD–API. The inset illustrates a mouse implanted with a WILD device, electrodes, battery and protective 3D casing. Amp, amplifier; ephys, electrophysiolological recording; opto-stim, optogenetic stimulation. Diagram titled WILD showing Ephys, NSP, USV, Pupil, and Motion. Labels include Behavior, Feature detection, Signal processing, Automation, Stimulation, Closed-loop neural intervention, Behavior-aware automation, Det, Stim, Detect only, and Stim on. A wireless platform for recording and control of neural and behavioral activity in freely behaving small animals. a, Top: a schematic of WILD operations. Behavioral and electrophysiological signals are processed onboard to support feature detection, behavior-aware automation and closed-loop neural intervention. Data are stored locally, while wireless communication enables synchronization and monitoring through a remote device. Bottom: WILD enables wireless recording of neural electrical activity (electrophysiology (Ephys); scale bar, 0.5 mV, 50 ms) alongside behavioral variables, including USVs, pupil dynamics and locomotor parameters (scale bars, pupil diameter (Pupil) 0.2 a.u.; locomotion speed (Motion) 2 cm s−1, 5 s), in freely behaving mice. Research on animal movement, including images of a field with boxes and a rodent, followed by graphs. Fig. 5 | Wireless electrophysiology in freely moving mice in naturalistic outdoor settings.
September 23, 2026 at 4:59 PM
nebelgrau.bsky.social
#tinyML #edgeAI
seeedstudio.com Seeed Studio @seeedstudio.com · May 26
Can sound save wildlife? 🐾🔊 With Rana Loca, it can!
Developed by Pablo Serrano Pavia, it's powered by our XIAO nRF52840 Sense & @edgeimpulse.com AI. This smart sensor detects gunshots & animal sounds—alerting rangers via GSM in real-time.

Check it out on @hacksterio.bsky.social 👇
bit.ly/4kgnJsI
May 26, 2025 at 12:09 PM
stephane-cigale.bsky.social
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
brendan-tierney.bsky.social
Why #TinyML use cases are taking off https://bit.ly/3Fk6QJg #ML #MachineLearning #MLOps #AIOps #BigData
Why TinyML use cases are taking off | TechTarget
See how TinyML technology has been successfully tested in...
bit.ly
November 24, 2024 at 2:59 AM
kylemcmaster.com
Decided to pick up an #Arduino #TinyML learning kit to try out embedded #AI. I have a few ideas for image detection and classification I’d like to see if I can squeeze onto a small, easily deployable microcontroller. Blogs incoming!

store-usa.arduino.cc/products/ard...
Arduino Tiny Machine Learning Kit
The Tiny Machine Learning Kit, combined with the exciting TinyML Applications and Deploying TinyML on Microcontrollers courses that are part of the Tiny Machine Learning (TinyML) specialization from E...
store-usa.arduino.cc
December 6, 2024 at 2:58 PM
hacksterio.bsky.social
@seeedstudio.com's new four-mic array uses the tinyML algorithms running on XMOS' chip to provide better vocal clarity than ever.
Seeed Studio Taps XMOS' XVF3800 for a New, "AI-Powered" ReSpeaker Microphone Array
Four-mic array uses the tinyML algorithms running on XMOS' chip to provide better vocal clarity than ever.
www.hackster.io
August 8, 2025 at 6:43 PM
tomasp.net
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
aellalabrys.bsky.social
Interessanter Ansatz. Bevor die Frage aufkommt: Nein, Halluzinationen sind nicht möglich. Es ist deterministische Mustererkennung: Das TinyML (neuronale Netz) im Implantat arbeitet meist regelbasiert und ist auf Signal-Features trainiert.

www.elektroniknet.de/medizintechn...
Precisis und Infineon bringen KI ins Hirnimplantat
Die Heidelberger BCI-Pioniere von Precisis entwickeln gemeinsam mit Infineon energieeffiziente Elektronik und Edge-KI für das minimalinvasive Hirnstimulationssystem Easee. Damit sollen medikamentenres...
www.elektroniknet.de
March 9, 2026 at 6:12 PM
cscr-bot.bsky.social
Younsoo Park, Seokhyoen Bae, Shasi Kumar Ramachandran Prabhu, Suman Saha, Peilong Li: Reliable Federated TinyML Deployment for IoT Security https://arxiv.org/abs/2609.27202 https://arxiv.org/pdf/2609.27202 https://arxiv.org/html/2609.27202
September 24, 2026 at 6:39 AM
edgeai.bsky.social
TinyML Implementation for a Textile-Integrated Breath Rate Sensor
Enjoy the videos and music that you love, upload original content and share it all with friends, family and the world on YouTube.
f.mtr.cool
September 24, 2026 at 1:04 PM
abitappauled.bsky.social
brb currently hyper fixating on Arduino and TinyML

Images will continue, after I get some edits.

#neurospicy
January 14, 2025 at 5:46 PM
mzennaro.bsky.social
We are pleased to offer #researchers and #educators in Developing Countries the opportunity to receive #TinyML equipment to support their work. You are invited to complete the open call form by March 15, 2025. forms.gle/QN4dxAqfjzrE...
TinyML Kit University Application
With the generous support of Arduino and Seeed, we are pleased to offer researchers and educators the opportunity to receive TinyML equipment to support their work. Interested applicants who can demon...
forms.gle
February 6, 2025 at 3:00 PM
abvx.xyz
Found a lovely open-source AI project for about $60
A Raspberry Pi listens to your balcony, identifies nearby birds, generates illustrations of them, and turns the result into an interactive personal bird poster

github.com/Twarner491/A...

#AI #OpenSource #RaspberryPi #Birding #TinyML #GenerativeAI
June 28, 2026 at 3:05 PM
arduinolibs.bsky.social
EdgeNeuron (0.1.0) for esp32 by Consentium IoT

➡️ https://github.com/ConsentiumIoT/EdgeNeuron

TensorFlow Lite Micro library in Arduino style for TinyML applications.

#Arduino #ArduinoLibs #esp32
GitHub - ConsentiumIoT/EdgeNeuron: Consentium IoT's TinyML library
Consentium IoT's TinyML library. Contribute to ConsentiumIoT/EdgeNeuron development by creating an account on GitHub.
github.com
January 10, 2025 at 4:10 PM
arduinolibs.bsky.social
EdgeNeuron (0.0.7) for esp32 by Consentium IoT

➡️ https://github.com/ConsentiumIoT/EdgeNeuron

TensorFlow Lite Micro library in Arduino style for TinyML applications.

#Arduino #ArduinoLibs #esp32
GitHub - ConsentiumIoT/EdgeNeuron: Consentium IoT's TinyML library
Consentium IoT's TinyML library. Contribute to ConsentiumIoT/EdgeNeuron development by creating an account on GitHub.
github.com
January 7, 2025 at 9:30 AM
shawnhymel.bsky.social
Edge AI on microcontrollers (#TinyML) hasn’t had a breakout moment, but it has matured in the past few years. Check out my latest post to see where the industry is headed in 2026.
👇
shawnhymel.com/3125/state-o...

#EdgeAI #AI #embedded #microcontroller
State of Edge AI on Microcontrollers in 2026 - Shawn Hymel
Over the past couple of years, edge AI on microcontrollers (often called "TinyML") has evolved beyond demos and conference talks. You can now find
shawnhymel.com
January 6, 2026 at 3:32 PM
arduinolibs.bsky.social
EdgeNeuron (1.0.0) for esp32 by Consentium IoT

➡️ https://github.com/ConsentiumIoT/EdgeNeuron

TensorFlow Lite Micro library in Arduino style for TinyML applications.

#Arduino #ArduinoLibs #esp32
GitHub - ConsentiumIoT/EdgeNeuron: Consentium IoT's TinyML library
Consentium IoT's TinyML library. Contribute to ConsentiumIoT/EdgeNeuron development by creating an account on GitHub.
github.com
January 13, 2025 at 7:30 AM