AI Development Toolkit for Visual Inspections on the Edge
SPECTRO CORE is a visual inspection AI SDK designed for embedding machine vision applications directly into manufacturing machines and improves production yields, enables higher processing accuracy as well as reduces defects rates by detecting errors and defects for a wide range of materials and surfaces.
Thanks to the lightweight Sparse Modeling based technology powering SPECTRO, it is ready for integration directly with manufacturing machines and production equipment, without the need for additional hardware, and is compatible with machinery such as laser cutters, drilling machines, welding machines and industrial / assembly line robots.
HACARUS was awarded the “inVISION TOP INNOVATION 2020” prize for its work to bring smarter AI to the computer vision field.
SPECTRO CORE Benefits
SPECTRO CORE Functions
Detects defects in various materials such as wood, metal, and fiber. AI models can be created from only good samples, in case there is no defective product data.
Example of use: Detection of scratches, dents, defects, and damage.
Missing parts & Misalignment Detection
Detects defects such as missing parts and misaligned parts, identifying the parts that should not be present on the inspection target.
Example of use: Detection of missing parts, misalignment of seal position, and potential defects
Recognizes common patterns found on inspection target and detects areas that differ from other patterns.Identifies areas that should be uniform and defects non-uniform area.
Example of use: Soldering inspection, identification of line breaks on circuit boards.
Proven Superior Performance
When comparing SPECTRO’s performance with Classifier (SVM) and Deep Learning (CNN) techniques for detection of defects on Solar Cells, SPECTRO far outperforms the competition. Not only is accuracy higher, but SPECTRO also creates AI models faster – even when using a far smaller dataset.