3 papers
cs.CV2025
Improving Lightweight Weed Detection via Knowledge Distillation
Ahmet OÄuz Saltık, Max Voigt, Sourav Modak +2
Weed detection is a critical component of precision agriculture, facilitating targeted herbicide application and reducing environmental impact. However, deploying accurate object d…
cs.CV2025
Exploring Model Quantization in GenAI-based Image Inpainting and Detection of Arable Plants
Sourav Modak, Ahmet OÄuz Saltık, Anthony Stein
Deep learning-based weed control systems often suffer from limited training data diversity and constrained on-board computation, impacting their real-world performance. To overcome…
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…