2 papers
cs.CV2024
Enhancing weed detection performance by means of GenAI-based image augmentation
Sourav Modak, Anthony Stein
Precise weed management is essential for sustaining crop productivity and ecological balance. Traditional herbicide applications face economic and environmental challenges, emphasi…
cs.CV2024
Generative AI-based Pipeline Architecture for Increasing Training Efficiency in Intelligent Weed Control Systems
Sourav Modak, Anthony Stein
In automated crop protection tasks such as weed control, disease diagnosis, and pest monitoring, deep learning has demonstrated significant potential. However, these advanced model…