A CNN-Based Human Head Detection Algorithm Implemented on Edge AI Chip

Fang Jing Shen, Jian Hao Chen, Wei Yen Wang, Dien Lin Tsai, Lien Chieh Shen, Ching Tung Tseng

研究成果: 書貢獻/報告類型會議論文篇章

摘要

This paper presents an integrated circuit implementation of a human head detection algorithm. The technique of image data augmentation for deep learning and the operating procedures of the evaluation board named as Mipy are described in the article. Experimental results demonstrate the effectiveness of the proposed evaluation board to detect the human heads in indoor environments.

原文英語
主出版物標題2020 International Conference on System Science and Engineering, ICSSE 2020
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9781728159607
DOIs
出版狀態已發佈 - 2020 八月
事件2020 International Conference on System Science and Engineering, ICSSE 2020 - Kagawa, 日本
持續時間: 2020 八月 312020 九月 3

出版系列

名字2020 International Conference on System Science and Engineering, ICSSE 2020

會議

會議2020 International Conference on System Science and Engineering, ICSSE 2020
國家/地區日本
城市Kagawa
期間2020/08/312020/09/03

ASJC Scopus subject areas

  • 人工智慧
  • 能源工程與電力技術
  • 可再生能源、永續發展與環境
  • 土木與結構工程
  • 電氣與電子工程
  • 控制和優化

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