PATTERN RECOGNITION USING — VISUAL PROGRAMMING TECHNIQUE
After downloading, import images tool has been used to load the images from the system.
Import Images Tool
After importing, the image viewer tool has been used as it can display images from a data set, which are stored locally or on the internet. It can be used for image comparison while looking for similarities or discrepancies between selected data.
Image Viewer Tool
Image Embedding, too, was used:
Image Embedding Tool
Hierarchical Clustering Tool
Full Clustering Model View
Hierarchical clustering for classification model
After Hierarchical Clustering, the data was sent from image embedding to MDS
Multidimensional scaling is a technique which finds a low-dimensional projection of points, where it tries to fit distances between points as well as possible. The perfect fit is typically impossible to obtain since the data is high-dimensional or the distances are not Euclidean.
Different models were used to ascertain the accuracy
Full Classification Model View