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Fill level sensor DIY? 💧 Built it with a camera and Python! 📸 Camera sees the bottle. YOLO detects it in real-time. HSV reads the liquid height by analyzing color. Angle correction handles tilted bottles because conveyors never have perfectly upright containers. Quite a cost-effective way of automating stuff....

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Lukas Ziegler

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58,938 просмотров • 5 дней назад •via X (Twitter)

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A lot of hype around giving robots touch. That's the OG tactile sensing. FORCE. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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A lot of hype around giving robots touch. That's the OG tactile sensing. FORCE. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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me: wants to become a master of disaster in electronics and microprocessors son of my mother's friend: ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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A toilet-cleaning robot from Reflex Robotics. The best part is when the robot dries its hands... That might be the future of robots doing chores for us. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Humanoid robots that can barely grab a cup after 7th attempt. Meanwhile: specialized robots that have been dominating their specific task since 2008. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Spiderman's stuntman is a robot! 🕸️ The Walt Disney Company Imagineers designed an advanced robotics figure that flies 25 meters in the air making its own real-time decisions as it tucks, somersaults, slows down, and climbs. 🤹🏼‍♀️ The result is Spider-Man in Avengers Campus, flying above with gravity-defying feats never before seen in a Disney park. That's incredible to see how robotics is changing different verticals! That's pure magic to me! 🔮 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Finally, someone automating the boring infrastructure stuff! 🫟 Road markings is tough. Nobody cares about them until they're gone. Then suddenly everyone's mad. But someone has to paint those lines, in traffic, in bad weather, repetitively. So 10LINES built a robot that just... does it. Workers don't have to stand in live traffic anymore. Digital mapping. Data-driven operations. The robot knows what it painted and where. Quite productive I would say :) This is the stuff nobody talks about in robotics. Not sexy like other embodiements, but a robot handling infrastructure work that's dangerous and tedious. Roads, parking lots, tunnels, all need this. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Humanoid robots that can barely walk after 10 years of development, and grab a cup after 7th attempt. Meanwhile: specialized robots that have been dominating their specific task since 2008. That's one of the worst tasks to do! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Humanoid robots that can barely walk after 10 years of development, and grab a cup after 7th attempt. Meanwhile: specialized robots that have been dominating their specific task since 2008. That's one of the worst tasks to do! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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The robot is used to inspect the walls of ships. 🚢 The Magnet Crawler introduced by the University of Bremen is a lightweight and compact climbing robot for magnetic surfaces. The robot has two magnetic wheels driven by geared motors and an elastic tail to improve stability. In the front part of the robot, there is a miniature wireless camera. The robot is remotely teleoperated & the video signal from the camera is displayed to the operator on a portable screen. Let's wait and perhaps the robot will become more autonomous over time. Big fan of robots that make the world a safer place for humans. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Is Santiago Bernabéu one of the biggest robots?🤯 Its retractable pitch is basically a massive AS/RS system hidden under the field. The engineering numbers are wild: → Six segments, each ~1,500 tons → Perfectly synchronized drives → Millimeter-accurate positioning inside the underground hypogeum How cool is that! Did you see a bigger robot!? ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Is Santiago Bernabéu one of the biggest robots?🤯 Its retractable pitch is basically a massive AS/RS system hidden under the field. The engineering numbers are wild: → Six segments, each ~1,500 tons → Perfectly synchronized drives → Millimeter-accurate positioning inside the underground hypogeum How cool is that! Did you see a bigger robot!? ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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Six arms instead of two! 🤯 Midea Group humanoid robot has six arms instead of two. It handles heavy components with lower limbs and performs fine assembly work with upper limbs. Full 360-degree rotation, stable vertical lifting, rapid tool-swapping. The robot handles workstation transitions that would typically require multiple human workers or separate machines. So no idle-time between stations. Pretty cool. But I'm really curious about the cost, and how this 6-arms robot compares to a regular robot arm, and then to a regular humanoid What do yo think? Overcomplicated? ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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Something must change in robotics! 😖 As more billion-dollar players enter the space, more systems are closing off. APIs move behind paywalls, platforms lock down, and robots turn into black boxes. Pollen Robotics is taking the opposite route. With Reachy 2, everything is open: the code, the CAD files, the ROS 2 interfaces, the communication stack. If you want to swap the camera, redesign the gripper, or fork the whole system, you can, and that’s the point. It creates a culture where universities can run real experiments without licensing drama, and startups can prototype without waiting for vendor permission. Clone it on GitHub. Add behaviors. Share datasets. Fork the models. Push improvements upstream. The Hugging Face influence is real. It’s two open ecosystems aligning around the same idea: robotics should be built by more than a handful of companies. It was so cool to meet the team behind Reachy 2 in Bordeaux! 🔥 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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A 40-year-old patent has finally been brought to life. That's the Y-zipper. A 3D-printed three-sided fastener that transitions any object from flexible to rigid and back again. The robotics application is the one that caught my attention. A quadruped robot that adjusts its leg stiffness depending on terrain, switching between rigid and flexible in real time without additional motors or complex mechanical systems. But this goes way beyond robotics. A wrist cast that loosens during the day and stiffens at night. A tent that pops into shape in 90 seconds instead of six minutes. The idea sat in a patent filing for four decades. It took 3D printing to finally make it real. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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Good music, lasers & weekend vibes! 🕺🏼 Cold cutting and precision machining. This “waterjet laser” process shapes silicon carbide, one of the hardest materials to machine, into a chess rook using a purely cold process. No heat-affected zones, no microcracks. 🥵 Great to see dedicated machines working in a crazy pace! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Good music, lasers & weekend vibes! 🕺🏼 Cold cutting and precision machining. This “waterjet laser” process shapes silicon carbide, one of the hardest materials to machine, into a chess rook using a purely cold process. No heat-affected zones, no microcracks. 🥵 Great to see dedicated machines working in a crazy pace! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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Rope climbing robots! 🪢 One objective, multiple approaches to achieve it. Back in 2017 undergraduates from Mechanical Science and Engineering at the University of Illinois utilized many mechanical strategies and tools to create a full menagerie of rope-climbing robots. Amazing creativity and uniqueness of each solution. Which robot is your favorite? Personally, I would say the one at the end dressed as a monkey! 🦍 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Rope climbing robots! 🪢 One objective, multiple approaches to achieve it. Back in 2017 undergraduates from Mechanical Science and Engineering at the University of Illinois utilized many mechanical strategies and tools to create a full menagerie of rope-climbing robots. Amazing creativity and uniqueness of each solution. Which robot is your favorite? Personally, I would say the one at the end dressed as a monkey! 🦍 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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The vlog from Pollen Robotics is out! A fantastic visit in Bordeaux to see myself one of the only European humanoids companies. I visited their HQ and saw how they build and test robots. It's great to see the open source approach that is getting more and more people involved in robotics. True democratization of robotics (thanks clem 🤗, and Hugging Face)! Here's the link to the vlog: Thanks for such a warm welcome Reachy team!💛 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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The vlog from Pollen Robotics is out! A fantastic visit in Bordeaux to see myself one of the only European humanoids companies. I visited their HQ and saw how they build and test robots. It's great to see the open source approach that is getting more and more people involved in robotics. True democratization of robotics (thanks clem 🤗, and Hugging Face)! Here's the link to the vlog: Thanks for such a warm welcome Reachy team!💛 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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A pentagon robot! 🖐🏽 Compared to typical SCARA models, it delivers higher speed, improved stability, better space efficiency, and can operate smoothly in tight areas, even through singularity positions. These robots are a good fit for handling complex tasks in challenging environments where conventional robots often fall short. Have you ever seen a robot like this? 👀 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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A pentagon robot! 🖐🏽 Compared to typical SCARA models, it delivers higher speed, improved stability, better space efficiency, and can operate smoothly in tight areas, even through singularity positions. These robots are a good fit for handling complex tasks in challenging environments where conventional robots often fall short. Have you ever seen a robot like this? 👀 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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Unloading trucks with robots! 📦 Bastian Solutions has developed a mobile robot system that automates high-volume, floor-level unloading of trailers. Let's have a closer look at how it actually works! The robot seamlessly drives itself in and out of trailers and docks without any fixed infrastructure. This system picks up cases via an extendable conveyor, lifts them using a retractable mast, and accurately places them inside the trailer using a dedicated gripper. In the video you can see the reversed process, unloading of a truck. 🚛 It's guided by LiDAR-based navigation and an omnidirectional base, enabling fast, precise, and infrastructure-free operation. Integrates smoothly with existing systems like conveyors, scanners, sorters, and depalletizers. Every time I see a robot loading and unloading a truck, I'm like: we are getting there :) ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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This is what open robotics actually looks like! 🔓 I was in Bordeaux, sitting inside Pollen Robotics, and had a chance to play around with their humanoid robot Reachy 2. It’s expressive, modular, and can even bring you coffee, and of course runs Python or Rust. I was talking with Reachy in 3 different languages, tele-operating it and manipulating kitchen stuff, and make it even mimic my gestures. The best part is that there are no locked APIs, or hidden stuff, just an open platform that you can build upon. The connection with Hugging Face makes it super easy to start, as the open source approach allows everyone to contribute, experiment and add their own things. I already ordered his little brother Reachy Mini, let's see what a robotics rookie can do with that robot! 👀 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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Supportless, free-form 3D printing! ⛓️ By using low-melting-point Fields' metal and shaping it through surface tension, this process can create highly conductive 3D structures in a single pass, no supports, no post-processing. Pretty interesting way of thinking about additive manufacturing, especially for electronics and functional metal parts. Just wow. I only know this is from Singapore, anyone has more information about them? ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Supportless, free-form 3D printing! ⛓️ By using low-melting-point Fields' metal and shaping it through surface tension, this process can create highly conductive 3D structures in a single pass, no supports, no post-processing. Pretty interesting way of thinking about additive manufacturing, especially for electronics and functional metal parts. Just wow. I only know this is from Singapore, anyone has more information about them? ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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