Scalable Object Detection on Embedded Devices Using Weight Pruning and Singular Value Decomposition

Dohyun Ham, Jaeyeop Jeong, June-Kyoo Park +4

This paper presents a method for optimizing object detection models by combining weight pruning and singular value decomposition (SVD). The proposed method was evaluated on a custo…