Publications by authors named "Abirami Kuppusamy"
Environ Monit Assess
December 2024
Article Synopsis
- Sugarcane farming is highly organized in India, the second-largest producer, but is heavily impacted by diseases affecting crop yields.
- A new Hybrid Shifted-Vision Transformer model combines Vision Transformer architecture with advanced techniques to enhance the classification of sugarcane leaf diseases, capturing essential features at various scales.
- The model uses self-supervised learning and data augmentation to improve performance and address class imbalances, achieving a high accuracy of 98.5% in disease detection, which is vital for effective agricultural management.
