Corrosion Detection CV Solution using AWS Panorama

Corrosion is a serious risk for operational safety in industrial environments and identifying corrosion is labor-intensive and expensive. Visual inspection still remains a common maintenance practice and lead to subjective interpretations of corrosion. Technology can solve this problem by unifying the way companies identify and classify corrosion. Computer vision can help by replacing expensive, visual inspections with affordable, fast and on-demand corrosion checks.

Affine’s Corrosion Detection solution helps to enable manufacturing and insurance industries to aid Quality Assurance team in identifying the right warranty tenure for metallic parts.

Our corrosion detection solution leverages Deep Learning based Convolutional Neural Networks to classify degree of corrosion in images based on probabilistic functions. The output of the Deep Learning Engine helps the QA team in accurately identifying corrosion, reducing manual spot checks.

With AWS Panorama appliance this solution can be deployed to any edge location where low-latency, data privacy, and limited internet bandwidth are concerns. The solution also leverages AWS services such as Amazon SageMaker, Amazon S3, AWS Lambda, AWS QuickSight etc.

Affine is proud to share that it has been recognized as a Preferred Global Service Partner for AWS Panorama. With this collaboration, Affine’s expertise can be leveraged in the faster deployments of Computer Vision based applications, enhancing security, innovation, and business excellence.

Affine’s computer vision solutions caters to multiple industries such as Automobile, Auto Ancillaries, Retail, CPG/FMCG, Pharma, Metals, Aerospace etc. and solve business problems across various business functions such as Operations, Quality Management, Customer Experience, compliance and safety etc.

Affine is the AWS Advanced Consulting Partner and a leading professional services & solutions firm, enabling global enterprises affect their transformation & innovation, leveraging the unique Trifecta of AI, Data-Engineering & Cloud. With a globally distributed team of 500+ analytics professionals; Affine covers end-to- end capabilities spanning modern data engineering to core AI to scalable cloud deployment.

To explore our complete service offerings, visit us on https://affine.ai