Iulia Feroli

Where do you even start with robotics? I made a 10-min speedrun of every concept you'll need and the mental model of how it all fits together: → hardware (GPU/CPU) → OS / Linux → Python, Jupyter, Tensors → AI, ML, Neural Nets → Docker → Computer Vision → ROS & more Episode 0 of my new series with @seeedstudio and @NVIDIARobotics is live 👇 youtu.be/x35bs2XFi0w This is just the beginning! We'll be diving into each of these topics with hands-on tutorials in the episodes ahead. Make sure you subscribe to Back To Engineering to join us on this learning journey! #robotics #physicalAI #NVIDIA #Jetson

@_gijsdj @wahoo_harold “Look casual, your crush is behind you!” 😂

my policy thinks its slick

#YouTuberLife but it's just staring at 10 slightly different versions of my face all day and seeing if I can get the "score" to go up just 1% more 😭😭😭😭

Loved seeing this in Paris! Can't wait to attempt to build it!! 😍😍😍

New Physical AI roadmap episode coming right up! Got a lot of questions about the price of the @NVIDIARobotics hardware; so we’ll go over all the tiers of compute: from 10 bucks microcontrollers to maxing out TOPS. We’ll break down which types of applications you can do on each and when it’s time to upgrade.

Want to see a real TensorFlow project in action? Let’s add a robot 🤖 #ReachyMini In this project, the goal is simple: a TensorFlow model that doesn’t just detect objects but runs live, connects to a camera, and controls a robot in real time. If you want to understand how all the pieces fit together, watch the full walkthrough by @IuliaFeroli: 🔗 youtube.com/watch?v=F8uUIe… 🔗

Pretentious frequent flyer final boss

@charrlie3045 Thank you so much! Yeah, lots of building to do 😅

@iuliaferoli This is a stacked lineup of topics! Huge congrats on the collab with NVIDIA Robotics 🙌

Still pinching myself about this collab😍 Episode deep-dives coming up on all the topics I mentioned: ⚡ Jetson ecosystem deep dive: which board to pick & how they differ 📦 Unboxing & full hardware setup 👁️ Computer vision with YOLO 🤖 ROS2 pipelines from scratch 🧠 VLMs & LeRobot imitation learning 🔬 Simulation with Isaac Sim & OpenUSD And if you're looking for more simple projects, I have loads of videos on getting started with microcontrollers and electronics, and building a robot arm from scratch: youtube.com/playlist?list=…

@peterokiokpa Thanks! Lots of great stuff coming for sure!

@iuliaferoli Love seeing collaborations like this. Keep building and sharing.

@auTechArena @NVIDIARobotics I’ll be doing a hands on tutorial on each topic, and also adding some more hardware where possible, like showing robot arms with VLAs, LiDAR, and more! 😉

@NVIDIARobotics Love this, what a ripper intro to robotics. Sharing with a mate who's keen, any plans to include hands-on builds in future episodes?

A great starting point for anyone looking to break into robotics. Check out Episode 0 👇

@SethiLiam @seeedstudio @NVIDIARobotics Right now the plan is to do one episode on each segment (and you can already see the course materials in the linked GitHub repo!). I do plan to revisit the computer vision part though and see how we can also run in on microcontrollers for example.

@seeedstudio @iuliaferoli @NVIDIARobotics Nice combo of learning content and hardware energy How deep is the YOLO segment gonna go?

We’re thrilled to share the first episode of our reComputer #Jetson Beginner’s series, created in collaboration with @iuliaferoli and @NVIDIARobotics ! 🎉 Future episodes will include deep dives into the Jetson ecosystem, unboxing, computer vision with #YOLO, #ROS2 pipelines, #VLMs, and simulation with #IsaacSim. Stay tuned for a hands-on, step-by-step journey into physical AI! 👉GitHub:github.com/Seeed-Projects… 👉Course Vedio:youtube.com/watch?v=x35bs2… 👉reComputer Super J401:seeedstudio.com/reComputer-Sup…

@juaancabsou I’ve been trying to crack the transition into hardware the past 6 months 😅 happy to make it easier for anyone else wanting to follow along! It’s sooo much more fun than just running software haha

@iuliaferoli As someone who’s been mostly in the ML/software side for years, this is exactly the kind of intro that makes robotics feel approachable. Might finally be time to touch hardware 😅💸 thanks @iuliaferoli

Where do you even start with robotics? I made a 10-min speedrun of every concept you'll need and the mental model of how it all fits together: → hardware (GPU/CPU) → OS / Linux → Python, Jupyter, Tensors → AI, ML, Neural Nets → Docker → Computer Vision → ROS & more Episode 0 of my new series with @seeedstudio and @NVIDIARobotics is live 👇 youtu.be/x35bs2XFi0w This is just the beginning! We'll be diving into each of these topics with hands-on tutorials in the episodes ahead. Make sure you subscribe to Back To Engineering to join us on this learning journey! #robotics #physicalAI #NVIDIA #Jetson

Programming robots? ❌ Robots teach you programming! ✅

@prefix_dev @kamathsblog omg I NEEEED to do this!

Really fun blogpost by @kamathsblog about using Pixi to develop for a LeKiwi robot and controlling it with a Steam Deck! #ROS #HuggingFace #robots foxglove.dev/blog/teleopera…

@piotrprz @MaritvanDijk77 that's what went wrong! my bad! next time I'll have to remember to say that! Aparently "use the actual SVG pieces I attached for you in the chat and stop freaking tryint to draw Europe from scratch you suck a it" wasn't clear enough!

@iuliaferoli @MaritvanDijk77 Did you prompt it with "you're not allowed to make mistakes"?

Back To Engineering World Tour continues: I'll be taking my #RobotArms to Italy, Germany, and Norway over the next few months! Super excited to introduce more people to the wonderful world of #electronics, #robotics, and #physicalAI. Are you coming to any of these conferences? See you soon! @WeAreDevs @WMFWeMakeFuture @NDC_Conferences

#youreabsolutelyright @piotrprz @MaritvanDijk77

Also, for anyone worried about AI taking over - this is what Claude came up with for the map when I tried to "do it quickly with AI" 😂I'll stick with my advanced graphic design skills in google slides for the foresable future I think.