N. Deshpande

A next-generation hybrid generative learning framework integrating dual GAN and Swin Transformer–CNN for robust early diagnosis of pomegranate diseases

A novel hybrid method is proposed that separates healthy from diseased pomegranates using generative AI and a dual-GAN system, thereby enhancing training and out-comes and provides a strong starting point for future AI-based crop health management.