Improved MobileViT Algorithm for Rail-Defect Recognition Incorporating Image-Quality Pre-Assessment
UAV-based rail inspection is hampered by minute-defect detection, background clutter, and edge-computing constraints. To address these issues, this paper proposes a lightweight rail-defect recognition model based on improved MobileViT. First, deformable convolution and an adaptive scale downsampling (ASD) module were i...