Preface
TraditionalYOLOv8 series, Backbone adopts It is a relatively complex C2f network structure, which greatly increases the calculation amount of the model, the detection speed is slow, and the application is limited. In some real situations In application scenarios such as mobile or embedded devices, such large and complex models are difficult to apply. In order to solve this problem, this chapter adopts LSKNetlightweight backbone network as Backbone basic structure, thereby simplifying the network structure to the minimum while ensuring detection performance, greatly reducing the amount of parameters and calculations of the model.