Hardware Category Industrial & Collaborative Robot Arms Single-arm and dual-arm systems for precision manufacturing, assembly, and collaborative tasks. Hardware Types Common types and variants within this category Single-arm cobots Dual-arm systems High-speed industrial arms Collaborative manipulators Data Captured Types of data collected using this hardware Joint trajectory Torque feedback Pick-and-place data Assembly motion Force/torque sensing End-effector position Gripper state Task completion metrics Typical Parameters Key parameters captured in datasets DOF (typically 6-7) Joint velocity (rad/s) Tool center point (TCP) pose Gripper force (N) Acceleration profiles Payload capacity Repeatability (mm) Cycle time Dataset Capture ExampleCapture industrial manipulation tasks with synchronized joint states, force feedback, and vision data. Key Features: Synchronized sensors High-quality calibration Real-world scenarios Complete metadata Example Use Cases Industries and applications using this hardware Manufacturing Assembly automation Logistics and warehousing Quality inspection Material handling Precision tasks Featured Hardware Hardware Options Explore recommended hardware products in this category for your data collection needs Universal Robots Professional-grade hardware for data collection Buy Now Flexiv Professional-grade hardware for data collection Buy Now Franka Robotics Professional-grade hardware for data collection Buy Now Explore More Discover additional hardware options View All Hardware Data Capture Images Types of data collected using this hardware Data Capture Videos Types of data collected using this hardware Play Play Play Play Play Ready to Get Started? Explore hardware options and start collecting standardized datasets for your AI training pipeline. Buy Hardware from Unbox Industry Ready To Build Power The Future Of Robotics Ai Get production-ready datasets for robotics and AI synchronized, calibrated, and delivered in your preferred format. Start building smarter automation systems today. Send Us A Message Submit