Mindtrace Enterprise Applications

Integration-Ready, Custom Applications

Embedded in Mindtrace’s proprietary Brain-Sense technology platform are data models that have been pre-trained to recognize an array of manufacturing defects. Using only a small number of additional training images, these modules are quickly trained on to the specific use case for each customer and then continue to learn and improve with every new image. The Enterprise Platform also comes with built-in tools, integrations, and automation hooks that enable integration partners to rapidly deploy end-to-end solutions resulting in faster up-times.

How it Works

In manufacturing, Computer Vision can be used to automate and improve defect detection. Computer Vision leverages visual images and AI technology to automatically detect defects in products including imperfections like cracks, missing parts, or surface inconsistencies. The system learns to recognize patterns and issues that might be missed by human inspectors, leading to faster and more accurate defect detection. 

Image Acquisition

Images are acquired from various sources like cameras, videos, or scanned documents.
Step 01

Preprocessing

Images are refined to enhance quality in preparation for analysis.
Step 02

Feature Extraction

Algorithms identify key features including edges, shapes, colors, and textures.
Step 03

Defect Detection

AI models compare extracted features to reference examples, and deviations are flagged as potential defects.
Step 04

Action

Defects are sorted; alerts are sent to inspectors. Automated systems remove faulty components.
Step 05

Reduced Overhead Costs

Automate repetitive and manual tasks, reducing the need for human involvement.

Increased Accuracy

Reduce defect identification error rates to virtually zero.

Increased Efficiency

Continuously process and analyze large amounts of data in real-time without fatigue to increase productivity.

Enhanced Productivity

Optimize manufacturing processes, reduce bottlenecks and waste.

Enhanced Customer Satisfaction

Reduce the cost of faulty and returned products to improve customer satisfaction.

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Computer Vision Benefits

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