FormerLeaf: An efficient vision transformer for Cassava Leaf Disease detection

Huy-Tan Thai, Kim-Hung Le, Ngan Luu-Thuy Nguyen

Abstract: Highlights•Proposing an efficient transformer-based model to precisely detect leaf diseases.•Designing a pruning algorithm to optimize attention heads of each model layer.•Employing sparse matrix-matrix multiplication to reduce the training time.