MingDe Material removal robot robotic manipulator  Robot Arm Foreign Object Removal Robot Material removal robot   A robot is an intelligent machine that can work semi-autonomously or fully autonomously. Robots can be programmed and automatically controlled to perform tasks such as working or moving. Product Principle Through a multi angle, multi-dimensional stereo high-precision camera, the intelligent robot sorter quickly scans the ore on the conveyor belt. The self-developed CRM-CNN foreign object recognition algorithm accurately locates the 3D position of the debris, controls the robot to grab  the foreign object, and puts it into the foreign object collection box. Mingde Product characteristics 1: Based on deep learning technology ,combined with a large database of ore foreign objects, The intelligent robot sorter has a high foreign object recognition rate. 2: Using multi-angle and multi-dimensional industrial stereo camera and geometric 3D recognition algorithm, the intelligent robot sorting machine can accurately measure and position the depth, direction and position of foreign objects. 3: Highly flexible control, for the newly emerged foreign objects can be added at any time. 4: Specially developed high protection levels robot arm, faster and more flexible, can effectively adapt to various conveying speeds and harsh industrial environments   5: Highly intelligent, unattended and optional remote monitoring   Application areas It is mainly used for ore sorting, sorting of anchor rods, steel brazier, rags, wood, iron parts, waste filling pipeline and other debris in the process of ore production and transportation, replacing manual hand sorting, laying the foundation for reducing personnel labor, lowering equipment failure rate, reducing staff and increasing efficiency.