Surface Inspection-Corerain Technologies

Solution Overview Solution Value Solution Architecture Solution Deployment Case Studies Documentation

Solution Overview

Corerain provides customers with end-to-end industry Solution from the underlying hardware to top-level algorithms. Aiming at complex scenarios such as product surface defect detection, location and classification in industrial manufacturing, Corerain customizes AI algorithms for customers and delivers AI model deployment tools to help companies deploy and run the solution simply and efficiently based on the advantages of the self-developed accelerator with low latency, high performance and high cost-efficiency, significantly improving the overall production efficiency and product yield in the line. Currently, the solution is widely used in the fields of new energy, 3C electronics, semiconductors, auto parts, packaging and textile.

Solution Value

Compared with artificial visual inspection

1. High detection efficiency to satisfy the production efficiency requirements of fully automated lines.
2. High reliability, insusceptible to external environment, supporting 24/7 continuous operation.
3. High consistency to avoid the problem of inconsistent interpretation of testing standards by artificial surface inspection.
4. Low cost by saving a lot of manpower input.

Compared with CV-only Solution

1. High accuracy of the algorithm, be able to accomplish the positioning, detection and recognition of similar components and small-sized targets, with an accuracy of more than 97%.
2. High versatility, be able to flexibly respond to the challenges of product model changes and less data.
3. Strong representation learning capability, be able to deal with complex defects and classification.

Hardware Advantages

1. High performance, industrial grade AI accelerators support 1300 fps classification model processing.
2. High cost performance, providing 2 times the price/performance ratio of ordinary commercial display card.
3. High throughput and low latency, more suitable for real-time applications.
4. Easy and fast deployment, providing AI model deployment tools free of charge, supporting Windows and Linux system.
5. High reliability, supporting 24/7 continuous operation,supporting -20℃ ~ 70℃ as operating temperature.
6. Low power consumption, PCIe half-height and half-length single slot, no additional power supply required.

Solution Architecture