Abstract: Lumpy Skin Disease (LSD) is a very contagious viral disease in cattle that is of great concern to agricultural economies, particularly in nations such as India. This viral disease affecting cattle, characterized by fever, nodular skin lesions, and significant economic losses due to decreased productivity. Early and accurate detection of LSD is crucial for containment and treatment. In recent years (2021–present), advancements in the integration of machine intelligence, visual data processing, and earth observation technologies., and molecular diagnostics have transformed the detection landscape. The project includes a deep analysis approach using ConvNets model and RFID to address and solve the problem.

Index Terms - Lumpy Skin, LSD, Machine Learning, Deep Learning Analysis, Image Processing, Molecular Diagnostics, Disease Detection.

| DOI: 10.17148/IARJSET.2025.125377