An SSD-MobileNet Acceleration Strategy for FPGAs Based on Network Compression and Subgraph Fusion

Over the last decade, various deep neural network models have achieved great success in image recognition and classification tasks. The vast majority of high-performing deep neural network models have a huge number of parameters and often require sacrificing performance and accuracy when they are de...

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Bibliographic Details
Main Authors: Shoutao Tan, Zhanfeng Fang, Yanyi Liu, Zhe Wu, Hang Du, Renjie Xu, Yunfei Liu
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/14/1/53