AWS-led Quality Control, Enhanced Efficiency for Leading Automotive OEM

Client

The client is a Japanese multinational conglomerate manufacturer of automobiles, motorcycles, and power equipment.

Client Ask

1. Reduce time and improve efficiency of quality inspection process
2. Eliminate manual errors during quality check
3. Accelerate root cause detection of the defect

LTM Solution

-          Computer vision-based solution@Edge with the help of AWS services for porosity detection on cast aluminum cylinder  head on machine line pf powertrain plat.

-          Processing decisions on cloud-based ML models by analyzing images/videos captured by specialized cameras. 

-          Trained the ML model for better accuracy and decisions and built operator interface for faster decision-making.

-          Migrated solution from cloud to EDGE hardware and validated model precision and accuracy.

Business Benefits

1. 100% defect detection and quality conformity
2. Faster corrective actions
3. Wastage control and refabricating recoverable finished products