AI + 3D Vision-Guided Machine Tending of Drum Brakes

Mech-Mind General-Purpose "Eye + Brain" for Robots

Project Site

Workflow:

Mech-Mind's "Eye + Brain" solution (including high-precision 3D cameras and AI software suites) equips robots to accurately detect reflective, oil-contaminated drum brakes and autonomously perform loading and unloading tasks. The high-precision, large-field-of-view 3D camera generates detailed point clouds even under strong ambient light. The AI software performs robust pose estimation, plans collision-free pick paths, and controls real-time pick execution to achieve stable, repeatable pick-and-place operations.

Advantages:

1. Mech-Eye LSR L-GL high-precision 3D camera captures high-quality 3D point clouds of reflective drum brakes with fine details.

2. Achieves reliable recognition even under ambient lighting interference.

3. Enables stable robotic pick-and-place operations without collisions, powered by our advanced AI algorithms.

4. Quickly adapts to a variety of drum brake specifications to shorten changeovers.

5. No fixture customization required, delivering fast, out-of-the-box efficiency.

Results:

• Stabilized cycle times and improved pick accuracy.

• Increased throughput and minimized idle time.

• Enabled fast deployment and shorter changeovers.

• Achieved highly efficient, flexible, and intelligent production.

Click here to watch the real-world case video.