Edge-Assisted On-Device Model Update for Video Analytics in Adverse Environments

Yuxin Kong, Peng Yang, Yan Cheng

While large deep neural networks excel at general video analytics tasks, the significant demand on computing capacity makes them infeasible for real-time inference on resource-cons…