Yi-Fan Yao

Design and performance analysis of an image classification model based on lightweight convolutional neural networks

To address the issues of excessive parameter scale and sluggish inference speeds when deploying image classification models on resource-constrained devices, this study proposes a lightweight convolutional neural network (CNN) architecture and systematically investigates its structural optimization and performance enhan...