AI + 3D Vision
solutions for automation

To increase efficiency with a guaranteed 24-hour production, Mech-Mind’s AI+3D industrial robot solutions enable the automation of bin picking of track links for a large construction equipment manufacturer. The 3D vision system recognizes and locates the track links piled in a deep bin, instructs the robot to grab one by one, double-check front and back side, and place them at a defined area in a fixed position. By using Mech-Eye Laser L, possible interferences of ambient light are significantly reduced and the camera can provide high precision pictures of a wide filed of view. Dozens of workstations have been automated, increasing the daily output up to over 1000 and reducing the costs by 60%.

Traditional industrial robots can have issues dealing with random piled pallets and large numbers of boxes that vary in size and shape. So for the customer, a supermarket company, the depalletizing process is complex due to the high requirements on speed and stability. Mech-Mind’s AI+3D Industrial Robot Solution can quickly recognize various boxes and pallet patterns. Even closely piled boxes, with tapes, different patterns, and reflective films do not cause a problem. The intelligent AI algorithm calculates an optimal grasping strategy according to the pallet pattern, enabling robots to handle several boxes at a single grasp. Such an intelligent robot can process 2000 cases per hour, 24 hours/day and therefore increase the productivity and stability of the process.

Manual machine tending for heavy objects like flange discs is not friendly to the workers’ health and inefficient. To boost productivity, while maintaining production stability, a large flange disc manufacturer in China decided to automate its production line with Mech-Mind’s AI+3D industrial robotic solution. The superior 3D system guides robots to grab flange discs randomly piled in the deep bin and place them at their correct orientations and sides. This solution is suitable for picking flange discs of various specifications, can generate real-time data of the exact statuses and positions of each flange discs, and with the included intelligent motion planning system calculates the optimal path for the robots, so their movement is precise, stable, and collision-free.