How can the extracted text from files such as PDF and TIFF be useful in various applications?
Wednesday, 27 December 2023
by EITCA Academy
The ability to extract text from files such as PDF and TIFF is of great significance in various applications within the field of Artificial Intelligence, particularly in the realm of understanding text in visual data and detecting and extracting text from files. The extracted text can be utilized in a multitude of ways, providing valuable
What is the goal of k-means clustering and how is it achieved?
Monday, 07 August 2023
by EITCA Academy
The goal of k-means clustering is to partition a given dataset into k distinct clusters in order to identify underlying patterns or groupings within the data. This unsupervised learning algorithm assigns each data point to the cluster with the nearest mean value, hence the name "k-means." The algorithm aims to minimize the within-cluster variance, or