TWI772668B - 一種目標對象處理方法、裝置、電子設備及儲存介質 - Google Patents

一種目標對象處理方法、裝置、電子設備及儲存介質 Download PDF

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TWI772668B
TWI772668B TW108129693A TW108129693A TWI772668B TW I772668 B TWI772668 B TW I772668B TW 108129693 A TW108129693 A TW 108129693A TW 108129693 A TW108129693 A TW 108129693A TW I772668 B TWI772668 B TW I772668B
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processing module
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TW202030648A (zh
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韓世欣
郭宇
秦紅偉
趙鈺
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大陸商北京市商湯科技開發有限公司
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    • G06V20/70Labelling scene content, e.g. deriving syntactic or semantic representations
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TW108129693A 2019-01-31 2019-08-20 一種目標對象處理方法、裝置、電子設備及儲存介質 TWI772668B (zh)

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JP (1) JP7064593B2 (enExample)
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Families Citing this family (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11509542B2 (en) * 2018-05-02 2022-11-22 Telefonaktiebolaget Lm Ericsson (Publ) First network node, third network node, and methods performed thereby, for handling a performance of a radio access network
CN109766954B (zh) 2019-01-31 2020-12-04 北京市商汤科技开发有限公司 一种目标对象处理方法、装置、电子设备及存储介质
CN110147836B (zh) * 2019-05-13 2021-07-02 腾讯科技(深圳)有限公司 模型训练方法、装置、终端及存储介质
CN112417986B (zh) * 2020-10-30 2023-03-10 四川天翼网络股份有限公司 一种基于深度神经网络模型的半监督在线人脸识别方法及系统
US20220172064A1 (en) * 2020-12-02 2022-06-02 Htc Corporation Machine learning method and machine learning device for eliminating spurious correlation
CN112419413B (zh) * 2020-12-07 2024-01-05 萱闱(北京)生物科技有限公司 终端设备的运动方向监测方法、介质、装置和计算设备
CN113240119B (zh) * 2021-04-08 2024-03-19 南京大学 一种用于游戏ai策略解释的跨模型蒸馏装置
CN113205120B (zh) * 2021-04-20 2023-11-24 北京百度网讯科技有限公司 数据标注方法、装置、电子设备及可读存储介质
CN113111878B (zh) * 2021-04-30 2022-03-18 中北大学 一种复杂背景下的红外弱小目标检测方法
CN113364543B (zh) * 2021-06-03 2022-03-15 厦门大学 一种基于联邦强化学习的边缘计算模型训练方法
CN114572233B (zh) * 2022-03-25 2022-11-29 阿波罗智能技术(北京)有限公司 基于模型集合的预测方法、电子设备及自动驾驶车辆
US12495190B2 (en) * 2022-05-04 2025-12-09 International Business Machines Corporation Dynamically generated interactive video content
CN115631363A (zh) * 2022-09-27 2023-01-20 北京航空航天大学杭州创新研究院 一种目标检测方法和系统
CN115797753A (zh) * 2022-11-01 2023-03-14 联想(北京)有限公司 一种处理方法、装置和电子设备
CN116050433B (zh) * 2023-02-13 2024-03-26 北京百度网讯科技有限公司 自然语言处理模型的场景适配方法、装置、设备及介质
CN118820699B (zh) * 2024-09-13 2024-11-22 安徽至博光电科技股份有限公司 一种基于光纤传感的管道泄漏监测方法及系统

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW200415524A (en) * 2002-10-24 2004-08-16 Univ Duke Binary prediction tree modeling with many predictors and its uses in clinical and genomic applications
US20080113672A1 (en) * 1996-09-09 2008-05-15 Tracbeam Llc Multiple location estimators for wireless location
US20110222724A1 (en) * 2010-03-15 2011-09-15 Nec Laboratories America, Inc. Systems and methods for determining personal characteristics
CN106488739A (zh) * 2014-03-21 2017-03-08 瑞斯百瑞公司 健康状态监测设备
CN107851213A (zh) * 2015-07-22 2018-03-27 高通股份有限公司 神经网络中的转移学习

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103366163B (zh) * 2013-07-15 2016-07-20 北京丰华联合科技有限公司 基于增量学习的人脸检测系统和方法
US9619753B2 (en) * 2014-12-30 2017-04-11 Winbond Electronics Corp. Data analysis system and method
CN106097346B (zh) * 2016-06-13 2019-08-27 中国科学技术大学 一种自学习的视频火灾探测方法
CN106529485A (zh) * 2016-11-16 2017-03-22 北京旷视科技有限公司 用于获取训练数据的方法及装置
CN106919980B (zh) * 2017-01-24 2020-02-07 南京大学 一种基于神经节分化的增量式目标识别系统
US11017291B2 (en) * 2017-04-28 2021-05-25 Intel Corporation Training with adaptive runtime and precision profiling
CN107358257B (zh) * 2017-07-07 2019-07-16 华南理工大学 一种大数据场景下可增量学习的图像分类训练方法
CN107944374A (zh) * 2017-11-20 2018-04-20 北京奇虎科技有限公司 视频数据中特定对象检测方法及装置、计算设备
CN108229591B (zh) * 2018-03-15 2020-09-22 北京市商汤科技开发有限公司 神经网络自适应训练方法和装置、设备、程序和存储介质
CN108764269A (zh) * 2018-04-03 2018-11-06 华南理工大学 一种基于时空约束增量学习的跨数据集行人再识别方法
CN108545556B (zh) * 2018-05-02 2019-10-01 中国科学院计算技术研究所 基于神经网络的信息处理装置及方法
CN108764487B (zh) * 2018-05-29 2022-07-08 北京百度网讯科技有限公司 用于生成模型的方法和装置、用于识别信息的方法和装置
CN109242013B (zh) * 2018-08-28 2021-06-08 北京九狐时代智能科技有限公司 一种数据标注方法、装置、电子设备及存储介质
CN109224442B (zh) * 2018-09-03 2021-06-11 腾讯科技(深圳)有限公司 虚拟场景的数据处理方法、装置及存储介质
US11158286B2 (en) * 2018-10-05 2021-10-26 Disney Enterprises, Inc. Machine learning color science conversion
CN113168541B (zh) * 2018-10-15 2024-07-09 泰立戴恩菲力尔商业系统公司 用于成像系统的深度学习推理系统和方法
US10867210B2 (en) * 2018-12-21 2020-12-15 Waymo Llc Neural networks for coarse- and fine-object classifications
CN109766954B (zh) * 2019-01-31 2020-12-04 北京市商汤科技开发有限公司 一种目标对象处理方法、装置、电子设备及存储介质

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080113672A1 (en) * 1996-09-09 2008-05-15 Tracbeam Llc Multiple location estimators for wireless location
TW200415524A (en) * 2002-10-24 2004-08-16 Univ Duke Binary prediction tree modeling with many predictors and its uses in clinical and genomic applications
US20110222724A1 (en) * 2010-03-15 2011-09-15 Nec Laboratories America, Inc. Systems and methods for determining personal characteristics
CN106488739A (zh) * 2014-03-21 2017-03-08 瑞斯百瑞公司 健康状态监测设备
CN107851213A (zh) * 2015-07-22 2018-03-27 高通股份有限公司 神经网络中的转移学习

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US20200311476A1 (en) 2020-10-01
CN109766954B (zh) 2020-12-04
JP7064593B2 (ja) 2022-05-10
US11403489B2 (en) 2022-08-02
SG11202005886RA (en) 2020-11-27
JP2021514499A (ja) 2021-06-10
KR20200096556A (ko) 2020-08-12
WO2020155609A1 (zh) 2020-08-06
CN109766954A (zh) 2019-05-17

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