hardware-ai

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

[Arduino @arduino]

Can the Arduino UNO Q actually handle the heavy lifting of ROS 2 and a LeRobot SO-ARM101?

Watch Dmitry Maslov's @HardwareAi video as he pairs the dual-brain board with the robot arm to get teleoperation and manipulation with inverse kinematics working: https://t.co/QiXxkIL7f3

[hardware-ai @HardwareAi]

Raspberry Pi’s AI HAT+ 2 Confused Me
https://t.co/SY5bJnMh4c
In the above video I run real benchmarks and test Hailo 10H performance on Raspberry Pi 5, including time-to-first-token, VLM inference, and large prompt prefills.

[hardware-ai @HardwareAi]

@AdolfoUsier Pi 5 is nice, but since the model runs on PC with GPU on my local network, it might be even a bit overkill. I'll make next video about deploying it to progressively smaller footprint hardware.

[hardware-ai @HardwareAi]

Running OpenClaw on a Pi 5. Isolated from main PC so it can't crash and burn my system. 🐧 #OpenClaw #LocalAI #RaspberryPi
https://t.co/ThyBLaeeE1

[hardware-ai @HardwareAi]

🦀Crustaceans are eating all mah free openrouter tokens! #OpenClaw #boiltheoceans

[hardware-ai @HardwareAi]

@Raspberry_Pi 500+
Yet to try all other things it has to offer, but the keyboard is SPECTACULAR.
#unboxing #raspberrypi #minipc

[hardware-ai @HardwareAi]

I decided to find the purpose in (robo)life for @UnitreeRobotics Go2 Pro with the help of #ChatGPT. Turns out, not everything it said was entirely... accurate.
FULL VIDEO ---> https://t.co/e6zBhYQ0kV
#Robot #test

[hardware-ai @HardwareAi]

The @UnitreeRobotics 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 ---> https://t.co/e6zBhYQyat
#robot #robotics #chatgpt

[hardware-ai @HardwareAi]

Bloopers and funny moments with @UnitreeRobotics 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 ---> https://t.co/LlEAjNpXqG
#robotics #robot #ai

[hardware-ai @HardwareAi]

I tasked the smallest language model to control my robot - and it kind of worked!
Full VIDEO -> https://t.co/KUCYS4bT02
@huggingface this is your SmolVLM in action!
@seeedstudio thanks for the robot
#llm #vlm #robotics #ai #robot

[hardware-ai @HardwareAi]

FULL VIDEO ---> https://t.co/WgZNOb1Huf
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]

Meet the tiniest and most versatile Arduino-compatible boards: the @seeedstudio XIAO series.
https://t.co/NzxFAz4obE
I'll talk about their features, differences, and ideal use cases!
#mcu #overview #video #microcontrollers #arduino

[hardware-ai @HardwareAi]

#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 -> https://t.co/OWLd3QdJKv

[hardware-ai @HardwareAi]

Just in time for the Halloween!
FULL VIDEO ---> https://t.co/T1AxC2HsXa
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 @karpathy ) - and you can do that too
@EspressifSystem

[hardware-ai @HardwareAi]

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
https://t.co/9RKhARf90K

[hardware-ai @HardwareAi]

Fun experimenting with #llm (Little Language Model)!
This particular one fits on @EspressifSystem #esp32 S3 and runs inference with the speed of around 19 tokens per second!
More info and code ---> https://t.co/46P58hPBIe

[hardware-ai @HardwareAi]

Live on Kickstarter!
Watch FULL video ---> https://t.co/RlvFX2GLQK
@seeedstudio SenseCAP Watcher has three big feature updates: self-hosted #llm models, custom local model training with @EdgeImpulse and finally push-to-talk functionality for task creation on the go.

[hardware-ai @HardwareAi]

Only 24 hours left to back Tachyon on Kickstarter!
https://t.co/nK0Kx405Qp

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]

Full video ---> https://t.co/ETmwwfISki
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

[hardware-ai @HardwareAi]

#SMARS Quadruped Mod #Robot is back to life with some serious upgrades—WiFi control, speech recognition (@EdgeImpulse), and modern microcontroller (@arduino RP2040 Connect)
Full video ---> https://t.co/sl8yJHyGx3