2 papers
cs.AR2026
Convolutions Predictable Offloading to an Accelerator: Formalization and Optimization
Benjamin Husson, Mohammed Belcaïd, Thomas Carle +1
Convolutional neural networks (CNNs) require a large number of multiply-accumulate (MAC) operations. To meet real-time constraints, they often need to be executed on specialized ac…
cs.AI2024
Certified ML Object Detection for Surveillance Missions
Mohammed Belcaid, Eric Bonnafous, Louis Crison +3
In this paper, we present a development process of a drone detection system involving a machine learning object detection component. The purpose is to reach acceptable performance…