※ The content provided by Bigwave Robotics is protected under U.S. and Canadian copyright and intellectual property laws. Unauthorized reproduction, distribution, or use of this content is strictly prohibited.
Recommended Use Cases
CNC Machine Tending using Mitsubishi Robot & Drawer System
This solution automates the process of picking raw materials from a storage drawer system and loading them into a CNC machine using a Mitsubishi industrial robot. The system features a specialized drawer unit that opens both inside and outside the robot cell, allowing operators to safely load raw materials from the outside while the robot independently picks and places parts inside. This configuration maximizes space efficiency within the robot cell and ensures a high level of operational safety.
Power Cable Bin Picking using UR5e, Deep Learning, and Reinforcement Learning
This solution automates product sorting, assembly, and packing by utilizing 3D Vision, Deep Learning (Instance Segmentation), Reinforcement Learning (RL), and Motion Planning (OMPL) algorithms. By using 3D vision to recognize product types, product locations, and box positions in real-time, the system can automatically compensate for changes in positioning. The integration of deep learning and reinforcement learning for object identification allows the solution to be applied even to irregularly shaped objects. Because the system calibrates itself through continuous learning—even when conditions change, such as vision/robot misalignment or switching to different products—it ensures easy operation, simplified maintenance, and minimized downtime.
Recyclable Plastic Sorting using Delta Robots and Deep Learning
This solution utilizes 2D Vision, Deep Learning (Instance Segmentation), Reinforcement Learning (RL), and Motion Planning (OMPL) algorithms to rapidly recognize and sort recyclable plastics on a moving conveyor belt. The system features high-performance vision capable of quickly identifying objects even with highly irregular shapes. Through advanced motion planning, it executes sorting tasks with exceptional speed and precision.
※ The content provided by Bigwave Robotics is protected under U.S. and Canadian copyright and intellectual property laws. Unauthorized reproduction, distribution, or use of this content is strictly prohibited.