Harnessing the power of diffusion models for plant disease image augmentation

A Muhammad, Z Salman, K Lee, D Han - Frontiers in Plant Science, 2023 - frontiersin.org
Introduction The challenges associated with data availability, class imbalance, and the need
for data augmentation are well-recognized in the field of plant disease detection. The …

Generation and Editing of Faces using Stable Diffusion with Criminal Suspect Matching

A Warrier, A Mathew, A Patra… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Traditional criminal identification is done via verbal communication of features of the criminal
and subsequent sketching. Sketches drawn are generally limited by the artistic talent of the …

Enhancing Plant Disease Identification through Innovative Image Synthesis: A Study of InstaGAN and Data Augmentation in Agriculture

K Lee, A Muhammad, C Lim, J Hyeon… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
This study explores the growing implementation of artificial intelligence (AI) technology,
particularly in agriculture, where AI-driven object detection enhances efficiency. Deep …

[PDF][PDF] On the Current State of Generative Artificial Intelligence: A Conceptual Model of Potentials and Challenges

C Daase, C Haertel, A Nahhas, A Zeier, A Ramesohl… - scitepress.org
Generative artificial intelligence (GenAI) is one of the most promising recent advances in
digital technology. However, research often focuses on specific application scenarios, case …