Computer Vision Defect Detection Assessment

Incorporating computer vision (CV) into your company processes requires a high level of technical competence and industrial domain knowledge. From camera selection and image acquisition parameters to image analysis and defect detection training, some applications and environments are well-suited to visual defect detection, and others less so. With rapid prototyping and the expert guidance of TensorIoT, you can quickly determine if, and under what circumstances, computer vision defect detection will work for you. Among the challenges customers face is determining whether camera streams and communication latency can keep pace with the pace of the manufacturing process and deciding which components should be deployed in the cloud and which should be deployed on-premises to optimize image processing performance, network utilization, and overall cost.

Learn how computer vision defect detection can provide multiple benefits when incorporated into your business workflow, with the expertise of TensorIoT and Amazon Web Services (AWS). This consulting offer provides the platform and guidance needed to help your company gain insight into the value of computer vision deployment into your processes for defect detection.

In this consulting offering, TensorIoT will work with your company to develop a roadmap and strategy towards incorporating visual defect detection into your production processes, along with the potential to scale solutions to meet your company needs. This assessment will address hardware requirements for acquisition of images (existing of new cameras), network configuration, defect detection methods required (off-the-shelf services or a bespoke solution), integration with existing production systems, and scalability factors.

Together, TensorIoT and AWS provide powerful holistic IoT, machine learning, artificial intelligence, and other advanced solutions for manufacturers and industrial companies. With AWS as the foundation and guidance from top TensorIoT experts, machine learning tools can deliver a wide range of benefits to your company and improve your production workflows.