hardware-ai (@hardwareai) 's Twitter Profile
hardware-ai

@hardwareai

Software engineer, specialize in machine learning/embedded computing
Check out my YouTube channel about making intelligent systems with ML and ROS!

ID: 1358711532062978048

linkhttps://www.youtube.com/c/Hardwareai calendar_today08-02-2021 09:37:41

184 Tweet

621 Followers

68 Following

Edge Impulse (@edgeimpulse) 's Twitter Profile Photo

Need to keywords spotting in a language you don't speak? Here's how to easily use Edge Impulse to get all the voice samples you need, train the model, and deploy it to extremely tiny MCUs to run on-device. edgeimpulse.com/blog/using-ope…

hardware-ai (@hardwareai) 's Twitter Profile Photo

Train keyword spotting in any language with OpenAI Whisper synthetic data and deploy it to tiny (but powerful!) Arduino RP2040 Connect. FULL VIDEO ---> youtube.com/watch?v=OEZizS… #tutorial #GenAI #OpenAI #Arduino #raspberrypi

hardware-ai (@hardwareai) 's Twitter Profile Photo

Full video ---> youtu.be/i0tyeSwM8NY Meet SenseCAP Watcher, a new gadget from Seeed Studio. It runs a local neural network inference with #ai accelerator and if necessary sends the data to a multi-modal #largelanguagemodel, making it an intelligent conduit for the #LLMs!

Seeed Studio (@seeedstudio) 's Twitter Profile Photo

Wanna have a third-person perspective on #SenseCAPWatcher, #tinyML & #LLM-powered physical AI Agent for smarter spaces? Check out hardware-ai's unboxing and first look at the device on YouTube, discussing what it is capable of now - and what is to come. youtube.com/watch?v=i0tyeS…

hardware-ai (@hardwareai) 's Twitter Profile Photo

#SMARS Quadruped Mod #Robot is back to life with some serious upgrades—WiFi control, speech recognition (Edge Impulse), and modern microcontroller (Arduino RP2040 Connect) Full video ---> youtu.be/jt3Bl0be6fE

hardware-ai (@hardwareai) 's Twitter Profile Photo

Full video ---> lnkd.in/e4J6p8_A From enhanced machine learning capabilities to more powerful PIOs and increased memory - among the changes in RP2350 / Pi Pico 2, some were expected, while some others had surprised many including me. Raspberry Pi #mcu #pico #overview

Full video ---> lnkd.in/e4J6p8_A
From enhanced machine learning capabilities to more powerful PIOs and increased memory - among the changes in RP2350 / Pi Pico 2, some were expected, while some others had surprised many including me. 
<a href="/Raspberry_Pi/">Raspberry Pi</a> #mcu #pico #overview
hardware-ai (@hardwareai) 's Twitter Profile Photo

Only 24 hours left to back Tachyon on Kickstarter! kickstarter.com/projects/parti… A Qualcomm Snapdragon SoC, AI accelerator, global 5G connectivity, and more, all packed into a credit card-sized AI edge supercomputer. #IoT #AI #EdgeComputing #Kickstarter #Innovation #Tech

hardware-ai (@hardwareai) 's Twitter Profile Photo

Live on Kickstarter! Watch FULL video ---> youtu.be/s3c8yeP9osQ Seeed Studio SenseCAP Watcher has three big feature updates: self-hosted #llm models, custom local model training with Edge Impulse and finally push-to-talk functionality for task creation on the go.

hardware-ai (@hardwareai) 's Twitter Profile Photo

Fun experimenting with #llm (Little Language Model)! This particular one fits on John Lee #esp32 S3 and runs inference with the speed of around 19 tokens per second! More info and code ---> github.com/AIWintermuteAI…

hardware-ai (@hardwareai) 's Twitter Profile Photo

Everything you wanted to know about machine learning on #ESP32 - object detection with web browser streaming, image recognition, keyword spotting, time series data and even #LLM (Little Language Models)! #tutorial #machinelearning #google #ml #mcu youtu.be/ILh38jd0GNU

Everything you wanted to know about machine learning on #ESP32 - object detection with web browser streaming, image recognition, keyword spotting, time series data and even #LLM (Little Language Models)! 
#tutorial #machinelearning #google #ml #mcu 
youtu.be/ILh38jd0GNU
hardware-ai (@hardwareai) 's Twitter Profile Photo

Just in time for the Halloween! FULL VIDEO ---> youtu.be/AvRcJfsv-_g I Spent 99.8 Hours Making a Dalek Replica with a baby baby #ChatGPT running on #esp32 inside of it (the code is based on llama.c by Andrej Karpathy ) - and you can do that too John Lee

hardware-ai (@hardwareai) 's Twitter Profile Photo

#RP2350 | #RP2040 Learn how to add audio input, output, and machine learning capabilities to your Raspberry Pi Pico 2! Works just as well on original Pi Pico, but the #machinelearning inference is significantly faster on RP2350. FULL VIDEO -> youtu.be/81-zLRHBG0o

hardware-ai (@hardwareai) 's Twitter Profile Photo

Meet the tiniest and most versatile Arduino-compatible boards: the Seeed Studio XIAO series. youtu.be/uTQ4imwKPcM I'll talk about their features, differences, and ideal use cases! #mcu #overview #video #microcontrollers #arduino

Meet the tiniest and most versatile Arduino-compatible boards: the <a href="/seeedstudio/">Seeed Studio</a> XIAO series.
youtu.be/uTQ4imwKPcM
I'll talk about their features, differences, and ideal use cases! 
#mcu #overview #video #microcontrollers #arduino
hardware-ai (@hardwareai) 's Twitter Profile Photo

FULL VIDEO ---> youtu.be/8MuGm-_sI08 NPU, TPU, MPU, GPU, MCU: feels like it is already one three-letter abbreviation too many! Brief explanation of the types of compute hardware and how well they are suited for AI. #ai #machinelearning #mcu #mpu #gpu #tpu #npu #asic #hardware

FULL VIDEO ---&gt; youtu.be/8MuGm-_sI08
NPU, TPU, MPU, GPU, MCU: feels like it is already one three-letter abbreviation too many! Brief explanation of the types of compute hardware and how well they are suited for AI.
#ai #machinelearning #mcu #mpu #gpu #tpu #npu #asic #hardware
hardware-ai (@hardwareai) 's Twitter Profile Photo

I tasked the smallest language model to control my robot - and it kind of worked! Full VIDEO -> youtu.be/jtl38mVwlqQ Hugging Face this is your SmolVLM in action! Seeed Studio thanks for the robot #llm #vlm #robotics #ai #robot

hardware-ai (@hardwareai) 's Twitter Profile Photo

Bloopers and funny moments with Unitree Go2 Pro! The video is silly, but I was rather impressed by how agile it is (most of the time). Full overview of the functions ---> youtu.be/TZYxgwsVQt0 #robotics #robot #ai

hardware-ai (@hardwareai) 's Twitter Profile Photo

The Unitree Go2 Pro looks impressive, but what can you actually do with it? I asked ChatGPT to list 10 real-world uses. Some were useful, some were hilarious, and a few were definitely science fiction. FULL VIDEO ---> youtu.be/nny2YRwW7RI #robot #robotics #chatgpt

The <a href="/UnitreeRobotics/">Unitree</a> Go2 Pro looks impressive, but what can you actually do with it? I asked ChatGPT to list 10 real-world uses. Some were useful, some were hilarious, and a few were definitely science fiction.
FULL VIDEO ---&gt; youtu.be/nny2YRwW7RI
#robot #robotics #chatgpt
hardware-ai (@hardwareai) 's Twitter Profile Photo

I decided to find the purpose in (robo)life for Unitree Go2 Pro with the help of #ChatGPT. Turns out, not everything it said was entirely... accurate. FULL VIDEO ---> youtu.be/nny2YRwW7RI #Robot #test

hardware-ai (@hardwareai) 's Twitter Profile Photo

Running OpenClaw on a Pi 5. Isolated from main PC so it can't crash and burn my system. 🐧 #OpenClaw #LocalAI #RaspberryPi youtu.be/fMtQy9msLz0