Automotive

AI + 3D Vision-Guided Laser Marking of Highly Reflective Metal Parts
Mech-Mind’s “Eye + Brain” system autonomously identifies similar-looking reflective metal parts, guides robots to perform flexible picking, and enables accurate laser marking with secondary vision verification.

AI + 3D Vision-Guided Machine Tending of Drum Brakes
Mech-Mind's "Eye + Brain" system autonomously detects reflective, oil-contaminated drum brakes and guides robots to perform precise, collision-free loading and unloading for high-throughput machine tending.

AI + 3D Vision-Guided Machine Tending of Axle Housings
Mech-Mind's "Eye + Brain" system autonomously detects randomly oriented axle housings in large racks and guides robots to perform reliable loading and unloading.

AI + 3D Vision-Guided Machine Tending of Front Axles
Mech-Mind's "Eye + Brain" system autonomously detects front axles in large racks and guides robots to perform precise, collision-free machine tending across multiple axle models.

AI + 3D Vision-Guided Machine Tending of Camshafts from a Deep Bin
Mech-Mind's "Eye + Brain" system autonomously detects camshafts in large deep bins and guides robots to precise, collision-free machine tending.

AI + 3D Vision-Guided Depalletizing & Unloading of Semitransparent Plastic Trays
Mech-Mind's "Eye + Brain" system accurately detects individual semitransparent trays in tightly nested stacks and guides robots to safe, repeatable depalletizing.
