MMEdge: Accelerating On-device Multimodal Inference via Pipelined Sensing and Encoding

Runxi Huang, Mingxuan Yu, Mingyu Tsoi +1

Real-time multimodal inference on resource-constrained edge devices is essential for applications such as autonomous driving, human-computer interaction, and mobile health. However…