We have seen how to visualize spectral images, define pixel classifiers and build object segmentation and classification solution.
Possible next steps from here:
- You may wish to extract information from the objects and export it for external data analysis. For example, you may define custom spectral indices, measure and count objects or extract mean spectra per object. The information of interest may be extracted from a large number of scans in a batch mode and exported in Excel
- You may want to apply the analysis on live data stream from a spectral camera and build a specific sorting or quality control application
- You may wish to estimate object quality such as moisture content, protein content or similar using regression analysis
- You may wish to classify not only known types of materials but also detect unknown materials and foreign obejcts, different from examples seen in training.