VIZAG-AI COMMUNITY

🚀 Excited to be part of this! Vision AI isn’t just advancing robotics—it’s revolutionizing it. On April 26th, we’re hosting an immersive Tech Talk on how LiDAR, point cloud data, and computer vision are shaping the future of automation. From digital twins to real-world applications in food robotics, this is a must-attend for anyone curious about smart machines and AI-driven precision. I had the chance to craft the promo video for this event, and I can’t wait to see the impact it creates! 📅 Save the date: April 26th 🎟 Register here: https://lu.ma/iaectd51 💬 Join the community: https://lnkd.in/e9X4VeJ6 Alphanome.AI VIZAG-AI COMMUNITY Dreambot Giri P. Sowmya Sharma Preetham Jami #VisionAI #Robotics #Automation #LiDAR #TechTalk #AI #Dreambot #MeitY #NASSCOM #PointCloud

Vision AI in Robotics: How LiDAR & Point Cloud Data Are Revolutionizing Automation The future of robotics is here—powered by 3D vision, LiDAR, and advanced algorithms. But how do machines "see" and manipulate objects with precision? And what role does point cloud data play in automating tasks like sorting, stacking, and object placement? Join us for an immersive Tech Talk on Machine Vision in Food Robotics, where we’ll unpack the cutting-edge technologies behind LiDAR-based systems and their real-world applications. What’s on the agenda? 🔹 Digital Twins for Managing Physical Aspects in Robotics Learn how digital twin technology creates real-time virtual models of robotic systems, optimizing performance, predictive maintenance, and decision-making in automation. 🔹 Understanding LiDAR & Point Cloud Data in Robotics Discover how LiDAR captures 3D spatial data and why point clouds are critical for object recognition and manipulation in food robotics. 🔹 Key Robotics Vision Tasks in Automation Dive into essential techniques like object extraction, segmentation, centroid detection, and identifying objects from stacks—all crucial for precise robotic handling. 🔹 Algorithms Driving Computer Vision Explore powerful algorithms like RANSAC, ICP, DBSCAN, and PCA, and understand their role in denoising, clustering, and object alignment in point cloud processing. 🔹 Frameworks & Real-World Applications See how tools like PCL, Open3D, ROS, and Python libraries integrate with robotics, and learn how computer vision shapes industries like food automation, warehouse logistics, and agriculture robotics. 🔹 Advancing Robotics through Simulation Delve into the critical need for robot simulation, its potential to accelerate development, and gain insights into our project's simulation strategy and the progress made in developing and utilizing it. Thank you Dreambot , a-hub, MeitY- nasscom Center of Excellence for sponsoring the Event And Thanks to Giri P. ,Poodipeddi Sowmya sri, & Preetham Jami for taking the initiative. This isn’t just a lecture—it’s a hands-on exploration of the tech shaping automation’s next frontier. Whether you’re a robotics enthusiast, a computer vision engineer, or just curious about AI-driven automation, this talk will equip you with actionable insights. 📅 Date: 26th April 2025. 🎟 Reserve Your Spot Now:-https://lu.ma/iaectd51 💬 Join our community for more tech discussions:  https://lnkd.in/e9X4VeJ6 🚀 Don’t miss this deep dive into the vision systems making robots smarter, faster, and more precise than ever!

🔥 Calling Changemakers! Join Andhra Pradesh Innovation Society & Power Andhra’s #Startup #Revolution 🚀 Are you passionate about innovation, startups, and creating real impact? Do you thrive in fast-paced environments where big ideas become reality? Then this is your calling — and it starts here! 🔥🚀 👥 We’re growing our core team at Andhra Pradesh Innovation Society and inviting #bold, #driven #professionals to help us shape the future of #innovation in #AndhraPradesh — one initiative at a time. 🎯 Now Hiring for Key Managerial Roles: ✅ Manager – Admin Operations (01) ✅ Manager – Grants & Proposals (01) ✅ Manager – Women Entrepreneurship (01) ✅ Manager – Partnerships & Investments (01) 💡 If you have experience in #startup #incubation, #government #programs, #women #entrepreneurship, or ecosystem building, we want to hear from you! 📅 Last Date to Apply: 24.04.2025 🌐 Apply from APIS website : https://apis.ap.gov.in/#/ 🙌 Tag someone who fits the bill or share this post — let's connect the dots and bring in the best minds! 👉 Be part of a mission-led team building a startup-ready state through innovation, policy, and people. Let’s build the future, together. 💡🌍 Sreedhar Kosaraju Ravi Eswarapu Startup India MeitY Startup Hub Government of Andhra Pradesh IT Association of AP (ITAAP) Lakshmi Mukkavilli Dr. Mouli 🚀Nagendra kumar Emandi

If you are in Vizag (India) and you haven't yet joined the VIZAG-AI COMMUNITY Discord --> time to do it now! https://lnkd.in/dXCTvGRH

Vision AI in Robotics: How LiDAR & Point Cloud Data Are Revolutionizing Automation The future of robotics is here—powered by 3D vision, LiDAR, and advanced algorithms. But how do machines "see" and manipulate objects with precision? And what role does point cloud data play in automating tasks like sorting, stacking, and object placement? Join us for an immersive Tech Talk on Machine Vision in Food Robotics, where we’ll unpack the cutting-edge technologies behind LiDAR-based systems and their real-world applications. What’s on the agenda? 🔹 Digital Twins for Managing Physical Aspects in Robotics: Learn how digital twin technology creates real-time virtual models of robotic systems, optimizing performance, predictive maintenance, and decision-making in automation. 🔹 Understanding LiDAR & Point Cloud Data in Robotics: Discover how LiDAR captures 3D spatial data and why point clouds are critical for object recognition and manipulation in food robotics. 🔹 Key Robotics Vision Tasks in Automation: Dive into essential techniques like object extraction, segmentation, centroid detection, and identifying objects from stacks—all crucial for precise robotic handling. 🔹 Algorithms Driving Computer Vision: Explore powerful algorithms like RANSAC, ICP, DBSCAN, and PCA, and understand their role in denoising, clustering, and object alignment in point cloud processing. 🔹 Frameworks & Real-World Applications: See how tools like PCL, Open3D, ROS, and Python libraries integrate with robotics, and learn how computer vision shapes industries like food automation, warehouse logistics, and agriculture robotics. 🔹 Advancing Robotics through Simulation: Delve into the critical need for robot simulation, and its potential to accelerate development, and gain insights into our project's simulation strategy and the progress made in developing and utilizing it. This isn’t just a lecture—it’s a hands-on exploration of the tech shaping automation’s next frontier. Whether you’re a robotics enthusiast, a computer vision engineer, or just curious about AI-driven automation, this talk will equip you with actionable insights. 🗓️ Date: 26th April 2025. 🎟 Register now: https://lu.ma/iaectd51 💬 Join our community for more tech discussions: https://lnkd.in/e9X4VeJ6 🚀 Don’t miss this deep dive into the vision systems making robots smarter, faster, and more precise than ever!

Great to be building Antetic AI and pushing boundaries in Vizag, India. https://lnkd.in/dntMKrJS

The Abstraction Barrier: Why AI Still Struggles to Grasp the Bigger Picture https://lnkd.in/dqPSWfr2

🚀 Solving the Traveling Salesman Problem with Ant Colony Optimization Ever wondered how ants find the shortest path to food? Turns out, their behavior can help solve one of the most famous optimization problems—the Traveling Salesman Problem (TSP)! 🔹 What is TSP? It’s the challenge of finding the shortest possible route that visits a set of cities exactly once and returns to the origin. Simple to describe, but computationally intense as the number of cities grows! 🔹 How do ants help? Enter Ant Colony Optimization (ACO), a brilliant metaheuristic inspired by how real ants forage for food. Artificial ants explore paths, depositing "pheromones" on routes—the shorter the path, the stronger the pheromone trail. Over time, the colony converges toward near-optimal solutions! 🔹 Key Principles: ✅ Positive Feedback: Stronger pheromones attract more ants to better paths. ✅ Negative Feedback: Pheromone evaporation prevents stagnation, encouraging exploration. ✅ Balance: ACO smartly trades off between exploiting known good paths and exploring new ones. Fascinating, right? This bio-inspired algorithm is just one example of how nature can guide cutting-edge problem-solving in computer science and logistics. Check out this insightful article by Asapanna Rakesh, Thirumalesh Konathala (PhD) and Aki Kakko below to know more about how a biological inspiration from colony ants approaches the age old Traveling Salesman Problem —I’d love to hear your thoughts on ACO or other innovative optimization techniques. https://lnkd.in/gCdXWvXB #Optimization #Algorithms #ArtificialIntelligence #OperationsResearch #MachineLearning #TSP #TechInnovation

"This is your chance to drive digital transformation and redefine governance through innovation! 🚀"

Understand how to use Ant Colony Optimisation to solve Travelling Salesman Problem 🐜🐜🐜 Read more: https://lnkd.in/gMQGBn_a