4 papers
AgrI Challenge: A Data-Centric AI Competition for Cross-Team Validation in Agricultural Vision
Mohammed Brahimi, Karim Laabassi, Mohamed Seghir Hadj Ameur +7
Machine learning models in agricultural vision often achieve high accuracy on curated datasets but fail to generalize under real field conditions due to distribution shifts between…
Evaluating Synthetic Data for Baggage Trolley Detection in Airport Logistics
Abdeldjalil Taibi, Mohmoud Badlis, Amina Bensalem +2
Efficient luggage trolley management is critical for reducing congestion and ensuring asset availability in modern airports. Automated detection systems face two main challenges. F…
Rethinking Plant Disease Diagnosis: Bridging the Academic-Practical Gap with Vision Transformers and Zero-Shot Learning
Wassim Benabbas, Mohammed Brahimi, Samir Akhrouf +1
Recent advances in deep learning have enabled significant progress in plant disease classification using leaf images. Much of the existing research in this field has relied on the…
Combining GCN Structural Learning with LLM Chemical Knowledge for Enhanced Virtual Screening
Radia Berreziga, Mohammed Brahimi, Khairedine Kraim +1
Virtual screening plays a critical role in modern drug discovery by enabling the identification of promising candidate molecules for experimental validation. Traditional machine le…