Artificial Intelligence (AI)

Sentinel Vision > Artificial Intelligence (AI)

Artificial intelligence applications for the industry cannot be based on the same approaches used for “Big Data” analysis or autonomous driving. In the industrial context, it is necessary to consider the specific process where it is applied because, in the production context, it is difficult to obtain thousands of cataloged images with defects, without material variations, among other aspects.

 

After a detailed evaluation of the production process, one of the following solution architectures is selected:

  • Anomaly Detection
  • Object Detection
  • Object Segmentation
  • Image Classification
  • One-shot learning
  • Transfer learning

 

Artificial intelligence techniques enable the implementation of solutions in complex and highly variable processes. In these cases, solutions with more traditional algorithms would present technical challenges that are often impossible to overcome. Applying this type of technology, solutions can be developed with excellent results and very quickly.