Implement AI-driven defect detection to automate quality checks
Improve both defect detection accuracy and throughput by integrating Mindtrace’s exclusive AI software with readily available hardware, enhancing your team’s quality control capabilities.
- Supports over 100 defect types
- Recognizes most imaging formats, including RGB, X-RAY and DCOM to localize defective regions
- Trained to flag all types of finished and unfinished goods of products as having an anomaly as well as classifying defect types with high accuracy
Challenges with manual Precision Manufacturing
Data Limitations
Traditional AI Solutions require thousands of labelled data samples to train a model, making it a time-consuming challenge to implement AI.
Mindtrace’s Solution In many cases, Mindtrace AI Brains can be trained to accurately detect defects and anomalies with as few as 10 images.
Inconsistent Inspection Processes
Manual defect and anomaly detection are prone to human error as repetitive visual inspections lead to operator fatigue and increased likelihood of errors.
Mindtrace’s Solution By augmenting your inspection process to include a Mindtrace AI Brain, you’ll have a solution that thrives on repetition.
Labor Risks
Vulnerability to labor shortages and the risk of knowledge depletion due to high employee turnover and shortage of qualified replacements.
Mindtrace’s Solution By installing an AI Brain as part of your Defect Detection process, you can reduce training times, and in some cases, headcount._
TYPICAL ENTERPRISE PROJECT TIMELINE
A complete Precision Defect Detection Solution deployed within weeks, not months
01
Briefing and Data Normalization
We work closely with your team to curate and normalize the correct dataset.
Average Time: 1 Week
02
Brain Development
Utilizing our Brain-Sense™ Platform to develop your AI Brain.
Average Time: 3 Weeks
03
Brain Deployment
Your AI Brain is deployed using dedicated Cloud, servers or edge devices.
Average Time: 1 Day
04
Post-Deployment Monitoring
The brain continuously improves, learning from tasks and knowledge sharing.
Average Time: Ongoing