Cross-CBAM: A Lightweight network for Scene Segmentation

Understand

Scene parsing is a great challenge for real-time semantic segmentation.

• Although traditional semantic segmentation networks have made remarkable leap-forwards in semantic accuracy, the performance of inference speed is unsatisfactory.
• Meanwhile, this progress is achieved with fairly large networks and powerful computational resources.
• However, it is difficult to run extremely large models on edge computing devices with limited computing power, which poses a huge challenge to the real-time semantic segmentation tasks.