Trossen Robotics
@trossenrobotics
Followers
5K
Following
48
Media
341
Statuses
6K
Let's build amazing.
Downers Grove, IL
Joined September 2007
Tight budgets? Investor deadlines? Gaps in expertise? Read Now: https://t.co/Y6qYXhkddJ We’ve seen it over and over: the wrong hardware partner can cost months of time and thousands of dollars, while the right partner can accelerate you toward your next milestone.
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Robotics is evolving fast. We break down today’s real challenges, what researchers actually need, and where AI-driven robotics is heading next. Thanks to @Neuracore_AI for sparking this conversation. https://t.co/lrBYRgKvll
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Bad demos weaken models. Clear criteria, automated checks, and logging failures help prevent distribution shift and improve data quality. Full episode on YouTube. #MachineLearning #EmbodiedAI
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At scale, data collection gets slower and more expensive than teams expect. Strong planning and smart use of synthetic or simulated data help reduce that burden. Scaling isn’t about more data, it’s about better data. Full episode on YouTube.
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Our Trossen AI arms now work directly with the OpenPI 0.5 framework. You can collect episodes, train Pi0 and Pi0.5 models, and deploy to real hardware in one unified workflow. A full walkthrough is coming soon. Click here for the documentation: https://t.co/bVVl7mZIUM
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Good data starts with validation. Checking for frame drops, timing issues, sensor alignment, corruption, and clean encoding becomes essential at scale. Stronger data means stronger policies. Full episode on YouTube. #MachineLearning #DataCollection #EmbodiedAI #TrossenRobotics
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Small datasets prove feasibility, but scaling from a few demos to thousands demands real infrastructure and unlocks true model performance. https://t.co/ihPRDNCn34
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Scaling robot data collection isn’t about “more demos.” It’s about systems that hold up as you grow. Episode 3 of our Data Collection Best Practices series, breaks down what changes at scale. https://t.co/YSBrynbjOn
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Tradeoffs to Keep in Mind Watch the full second episode of our Data Collection series on YouTube https://t.co/JdkiAn7Z5q
#MachineLearning #DataCollection #EmbodiedAI #TrossenRobotics
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Small VS. Large ML Datasets Watch the full second episode of our Data Collection series on YouTube https://t.co/2omdQ5UN9J
#MachineLearning #DataCollection #EmbodiedAI #TrossenRobotics
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How to Collect Machine Learning Data? https://t.co/zrgUow8H0Q Watch the full second episode of our Data Collection series on YouTube #MachineLearning #DataCollection #EmbodiedAI #TrossenRobotics
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What Kind of Data Do Robots Need? Watch the full second episode of our Data Collection series on YouTube https://t.co/qli75mtHhj
#MachineLearning #DataCollection #EmbodiedAI #TrossenRobotics
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We are only 400 subscribers away from 50,000. Help us make it happen. Subscribe Now: https://t.co/xNZrO7D934
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In Episode 2 of Data Collection Best Practices, we explore how to design, collect, and refine data that teaches robots to see, understand, and act. Discover how balancing quality, scale, and multimodal inputs leads to stronger robotic intelligence.
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Exciting news — Intel just published an official Solutions Brief on the TOTL Workstation, our purpose-built AI/ML platform powered by the Intel® Core™ Ultra 9 285K. Read it here: https://t.co/Z5jW6MVQoW
intel.com
Trossen Robotics’ plug-and-play TOTL Workstation, based on Intel® Core™ Ultra processors, is built for a wide range of AI/ML training, inferencing and other advanced applications.
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Robotic intelligence starts with the data you feed it. Our new series shows how high quality data turns ML Models into real world performance. Watch Episode 1: What is Robotic #MachineLearning? #DataCollection #TrossenRobotics
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Full Video on YouTube Step inside Ace Computers’ Energy Star–rated test lab where every component goes through rigorous testing. From energy efficiency validation to burn-in quality checks, every system is proven reliable before shipping with confidence. #TOTLWorkstation
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Full Video on YouTube Two heads are better than one! With Trossen Robotics and Ace Computers, you’re backed by the best when you order a TOTL Workstation. #MachineLearning #TOTLWorkstation
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Full Video on YouTube No one customizes like @AceComputersUS. Together, we’re delivering the #TOTLWorkstation to innovators everywhere. #CustomPC #MachineLearning
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Full Video on YouTube We’re proud to team up with @AceComputersUS to bring you the TOTL Workstation. Known for unmatched quality in PC manufacturing, Ace guarantees every workstation is engineered for longevity and performance. #MachineLearning
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