ADaSci Banner 2024

Blended Document Similarity based on Text & Image Features

Author(s):Anand Jha


Document Similarity could be a building block for many useful applications, including Information Retrieval, Document Clustering, and Question-Answering Systems, to name a few. In the modern digital world, Informative Documents are composed of Text, Images and Videos. In such a scenario, similarity-based purely on Text, Image or Video may not be adequate. Hence a metrics blending similarity on all these aspects should be used. In this paper, a weighted similarity measure based on Texts and Images has been developed, using some popular open-source Machine Learning (ML) libraries. This provides a flexible and easy method without using large training data, which often is the case with ML tasks.

Picture of Association of Data Scientists

Association of Data Scientists

The Chartered Data Scientist Designation

Achieve the highest distinction in the data science profession.

Elevate Your Team's AI Skills with our Proven Training Programs

Strengthen Critical AI Skills with Trusted Generative AI Training by Association of Data Scientists.

Our Accreditations

Get global recognition for AI skills

Chartered Data Scientist (CDS™)

The highest distinction in the data science profession. Not just earn a charter, but use it as a designation.

Certified Data Scientist - Associate Level

Global recognition of data science skills at the beginner level.

Certified Generative AI Engineer

An upskilling-linked certification initiative designed to recognize talent in generative AI and large language models

Join thousands of members and receive all benefits.

Become Our Member

We offer both Individual & Institutional Membership.