CN107247944A - 基于深度学习的人脸检测速度优化方法及装置 - Google Patents
基于深度学习的人脸检测速度优化方法及装置 Download PDFInfo
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- CN107247944A CN107247944A CN201710508939.2A CN201710508939A CN107247944A CN 107247944 A CN107247944 A CN 107247944A CN 201710508939 A CN201710508939 A CN 201710508939A CN 107247944 A CN107247944 A CN 107247944A
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- 238000013135 deep learning Methods 0.000 title claims abstract description 33
- 238000000034 method Methods 0.000 title claims abstract description 27
- 238000005457 optimization Methods 0.000 title claims abstract description 26
- 238000013136 deep learning model Methods 0.000 claims abstract description 40
- 238000004364 calculation method Methods 0.000 claims abstract description 33
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- 241001269238 Data Species 0.000 claims description 39
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- 238000001514 detection method Methods 0.000 description 4
- 230000008859 change Effects 0.000 description 3
- 238000012549 training Methods 0.000 description 3
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
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CN111753951A (zh) * | 2019-03-29 | 2020-10-09 | 富士通株式会社 | 信息处理器、信息处理方法和存储介质 |
CN113298244A (zh) * | 2021-04-21 | 2021-08-24 | 上海安路信息科技股份有限公司 | 目标检测中神经网络后处理实现方法、装置、终端及介质 |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
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CN106485230A (zh) * | 2016-10-18 | 2017-03-08 | 中国科学院重庆绿色智能技术研究院 | 基于神经网络的人脸检测模型的训练、人脸检测方法及*** |
CN106502626A (zh) * | 2016-11-03 | 2017-03-15 | 北京百度网讯科技有限公司 | 数据处理方法和装置 |
CN106570559A (zh) * | 2015-10-09 | 2017-04-19 | 阿里巴巴集团控股有限公司 | 一种基于神经网络的数据处理方法和装置 |
CN106874883A (zh) * | 2017-02-27 | 2017-06-20 | 中国石油大学(华东) | 一种基于深度学习的实时人脸检测方法及*** |
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Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
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CN106570559A (zh) * | 2015-10-09 | 2017-04-19 | 阿里巴巴集团控股有限公司 | 一种基于神经网络的数据处理方法和装置 |
CN106485230A (zh) * | 2016-10-18 | 2017-03-08 | 中国科学院重庆绿色智能技术研究院 | 基于神经网络的人脸检测模型的训练、人脸检测方法及*** |
CN106502626A (zh) * | 2016-11-03 | 2017-03-15 | 北京百度网讯科技有限公司 | 数据处理方法和装置 |
CN106874883A (zh) * | 2017-02-27 | 2017-06-20 | 中国石油大学(华东) | 一种基于深度学习的实时人脸检测方法及*** |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111753951A (zh) * | 2019-03-29 | 2020-10-09 | 富士通株式会社 | 信息处理器、信息处理方法和存储介质 |
CN113298244A (zh) * | 2021-04-21 | 2021-08-24 | 上海安路信息科技股份有限公司 | 目标检测中神经网络后处理实现方法、装置、终端及介质 |
CN113298244B (zh) * | 2021-04-21 | 2023-11-24 | 上海安路信息科技股份有限公司 | 目标检测中神经网络后处理实现方法、装置、终端及介质 |
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Denomination of invention: Optimization method and device for face detection speed based on depth learning Effective date of registration: 20221205 Granted publication date: 20201110 Pledgee: Agricultural Bank of China Limited Hunan Xiangjiang New Area Branch Pledgor: Wisdom Eye Technology Co.,Ltd. Registration number: Y2022430000107 |
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Address after: No. 205, Building B1, Huigu Science and Technology Industrial Park, No. 336 Bachelor Road, Bachelor Street, Yuelu District, Changsha City, Hunan Province, 410000 Patentee after: Wisdom Eye Technology Co.,Ltd. Address before: 410205 building 14, phase I, Changsha Zhongdian Software Park, No. 39, Jianshan Road, Changsha high tech Development Zone, Yuelu District, Changsha City, Hunan Province Patentee before: Wisdom Eye Technology Co.,Ltd. |