Abstract: Highlights•A novel ACM is proposed by introducing the attention mechanism into the ConvNeXt backbone network.•A novel lightweight network LACN is established through both stacking two ACMs and fusing their features.•The designed SKAM effectively extracts both global information and local information.•A feature fusion module is employed to fuse features from different layers to retain abundant color information.
Loading