CN113033525A - 图像识别网络的训练方法、电子设备及存储介质 - Google Patents
图像识别网络的训练方法、电子设备及存储介质 Download PDFInfo
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- CN113033525A CN113033525A CN202110575536.6A CN202110575536A CN113033525A CN 113033525 A CN113033525 A CN 113033525A CN 202110575536 A CN202110575536 A CN 202110575536A CN 113033525 A CN113033525 A CN 113033525A
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- 238000012549 training Methods 0.000 title claims abstract description 76
- 238000000034 method Methods 0.000 title claims abstract description 55
- 230000004927 fusion Effects 0.000 claims abstract description 68
- 238000011156 evaluation Methods 0.000 claims abstract description 57
- 238000000605 extraction Methods 0.000 claims abstract description 21
- 238000013441 quality evaluation Methods 0.000 claims description 36
- 230000006870 function Effects 0.000 claims description 25
- 238000002372 labelling Methods 0.000 claims description 17
- 230000008569 process Effects 0.000 claims description 13
- 238000012545 processing Methods 0.000 claims description 8
- 238000010606 normalization Methods 0.000 claims description 6
- 238000004590 computer program Methods 0.000 claims description 5
- 239000013598 vector Substances 0.000 description 8
- 238000010586 diagram Methods 0.000 description 5
- 238000012360 testing method Methods 0.000 description 5
- 238000013528 artificial neural network Methods 0.000 description 4
- 230000006872 improvement Effects 0.000 description 4
- 238000004422 calculation algorithm Methods 0.000 description 3
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- 238000012795 verification Methods 0.000 description 3
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- 230000005540 biological transmission Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 238000013135 deep learning Methods 0.000 description 1
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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
- G06V40/168—Feature extraction; Face representation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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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
- G06V40/172—Classification, e.g. identification
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CN202110575536.6A CN113033525B (zh) | 2021-05-26 | 2021-05-26 | 图像识别网络的训练方法、电子设备及存储介质 |
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Cited By (1)
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CN113780526A (zh) * | 2021-08-30 | 2021-12-10 | 北京的卢深视科技有限公司 | 网络训练的方法、电子设备及存储介质 |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20030118218A1 (en) * | 2001-02-16 | 2003-06-26 | Barry Wendt | Image identification system |
CN107944458A (zh) * | 2017-12-08 | 2018-04-20 | 北京维大成科技有限公司 | 一种基于卷积神经网络的图像识别方法和装置 |
CN112560791A (zh) * | 2020-12-28 | 2021-03-26 | 苏州科达科技股份有限公司 | 识别模型的训练方法、识别方法、装置及电子设备 |
CN112668637A (zh) * | 2020-12-25 | 2021-04-16 | 苏州科达科技股份有限公司 | 网络模型的训练方法、识别方法、装置及电子设备 |
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Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20030118218A1 (en) * | 2001-02-16 | 2003-06-26 | Barry Wendt | Image identification system |
CN107944458A (zh) * | 2017-12-08 | 2018-04-20 | 北京维大成科技有限公司 | 一种基于卷积神经网络的图像识别方法和装置 |
CN112668637A (zh) * | 2020-12-25 | 2021-04-16 | 苏州科达科技股份有限公司 | 网络模型的训练方法、识别方法、装置及电子设备 |
CN112560791A (zh) * | 2020-12-28 | 2021-03-26 | 苏州科达科技股份有限公司 | 识别模型的训练方法、识别方法、装置及电子设备 |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113780526A (zh) * | 2021-08-30 | 2021-12-10 | 北京的卢深视科技有限公司 | 网络训练的方法、电子设备及存储介质 |
CN113780526B (zh) * | 2021-08-30 | 2022-08-05 | 合肥的卢深视科技有限公司 | 人脸识别网络训练的方法、电子设备及存储介质 |
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