A novel dataset of Gupta archer type coins for machine learning-based classification

A novel dataset of Gupta archer type coins for machine learning-based classification

Blog Article

In the field of numismatics, classifying ancient coins, especially those that have diverse information and cultural heritage is a difficult task.Machine learning algorithms have recently made remarkable advancements in these types of tasks.However, these algorithms largely rely on relevant datasets.This article presents a novel dataset of ancient Gupta archer-type coin images, collected from verified private collections and three popular Locomotive auction houses with their permission.The images exclusively comprise authentic specimens of ancient Gupta archer-type coins.

We aim to establish a reliable resource that adheres to the highest standards of numismatic research.These coins, characterized by their distinctive archer motifs, present a significant challenge in terms of identification due to their scarcity and the intricate nature of their design.To address this, we meticulously curated a dataset by annotating each coin through a combination Vape Pen Batteries of visual examination and leveraging insights from numismatic literatures.These coins inherit ancient Indian archaeological insights, and studying these coins could provide insights into ancient Indian archaeology.