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Problems I faced building in Computer Vision Based Robotic Delivery System Python, ESP-32

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Ever wondered what it really takes to build a robotic system that sees, thinks, and navigates like a human?
In this video, I take you behind the scenes of my Computer Vision-Based Robotic Delivery System, where things don’t always go as planned.
💡 Whether you’re an aspiring robotics engineer or just curious about what goes on behind these smart machines, this video will give you a true taste of what it takes to bring a vision-driven robot to life.
🔧 Tech Stack Used:
• Computer Vision (OpenCV, color detection)
• Microcontrollers
• Real-time control algorithms
• Custom robotic chassis
👉 Watch till the end to see the final system in action — and how every failure led to smarter solutions.
📁 Project Files & Extras
🧠 Full Code, Circuit Diagrams & Documentation:
👨🔬 Subscribe to see my next projects in AI robotics, autonomous systems & open-source bots.
#swarm #esp32 #computervision #diyart #3dprinting #arduino #arduinoprojects #robot #robotics #story #storytelling
swarm robotics, autonomous robots, DIY swarm bots, esp32 robot, aruco marker tracking, pid control robot, ultrasonic mapping, return path robot, AI robotics, multiple agent delivery, swarm technology explained, robotics project 2025, robot explorer, robot delivery drone, how to make a swarm robot, robotics for beginners, robot army, Arduino swarm, real-time mapping robot, robot navigation
In this video, I take you behind the scenes of my Computer Vision-Based Robotic Delivery System, where things don’t always go as planned.
💡 Whether you’re an aspiring robotics engineer or just curious about what goes on behind these smart machines, this video will give you a true taste of what it takes to bring a vision-driven robot to life.
🔧 Tech Stack Used:
• Computer Vision (OpenCV, color detection)
• Microcontrollers
• Real-time control algorithms
• Custom robotic chassis
👉 Watch till the end to see the final system in action — and how every failure led to smarter solutions.
📁 Project Files & Extras
🧠 Full Code, Circuit Diagrams & Documentation:
👨🔬 Subscribe to see my next projects in AI robotics, autonomous systems & open-source bots.
#swarm #esp32 #computervision #diyart #3dprinting #arduino #arduinoprojects #robot #robotics #story #storytelling
swarm robotics, autonomous robots, DIY swarm bots, esp32 robot, aruco marker tracking, pid control robot, ultrasonic mapping, return path robot, AI robotics, multiple agent delivery, swarm technology explained, robotics project 2025, robot explorer, robot delivery drone, how to make a swarm robot, robotics for beginners, robot army, Arduino swarm, real-time mapping robot, robot navigation
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