JP2023539934A - 物体検出モデルのトレーニング方法、画像検出方法及び装置 - Google Patents

物体検出モデルのトレーニング方法、画像検出方法及び装置 Download PDF

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JP2023539934A
JP2023539934A JP2023515610A JP2023515610A JP2023539934A JP 2023539934 A JP2023539934 A JP 2023539934A JP 2023515610 A JP2023515610 A JP 2023515610A JP 2023515610 A JP2023515610 A JP 2023515610A JP 2023539934 A JP2023539934 A JP 2023539934A
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detection model
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difference
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training
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ツィカン ゾウ，
シャオキン イェ，
ハオ サン，
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Beijing Baidu Netcom Science and Technology Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • 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
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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
    • G06N3/08—Learning methods
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    • Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
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  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Image Analysis (AREA)
JP2023515610A 2021-06-10 2022-04-20 物体検出モデルのトレーニング方法、画像検出方法及び装置 Pending JP2023539934A (ja)

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CN202110649762.4A CN113378712B (zh) 2021-06-10 2021-06-10 物体检测模型的训练方法、图像检测方法及其装置
CN202110649762.4 2021-06-10
PCT/CN2022/088005 WO2022257614A1 (zh) 2021-06-10 2022-04-20 物体检测模型的训练方法、图像检测方法及其装置

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CN113378712B (zh) * 2021-06-10 2023-07-04 北京百度网讯科技有限公司 物体检测模型的训练方法、图像检测方法及其装置
CN113806387A (zh) * 2021-09-17 2021-12-17 北京百度网讯科技有限公司 模型训练方法、高精地图变更检测方法、装置及电子设备
CN113920307A (zh) * 2021-09-29 2022-01-11 北京百度网讯科技有限公司 模型的训练方法、装置、设备、存储介质及图像检测方法
CN115797736B (zh) * 2023-01-19 2023-05-09 北京百度网讯科技有限公司 目标检测模型的训练和目标检测方法、装置、设备和介质

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JP3367295B2 (ja) * 1995-08-14 2003-01-14 ケイディーディーアイ株式会社 多値ニューラルネットワーク学習方式
US20180268292A1 (en) * 2017-03-17 2018-09-20 Nec Laboratories America, Inc. Learning efficient object detection models with knowledge distillation
CN111127432B (zh) * 2019-12-24 2021-01-12 推想医疗科技股份有限公司 一种医学图像检测方法、装置、设备及存储介质
CN111639744B (zh) * 2020-04-15 2023-09-22 北京迈格威科技有限公司 学生模型的训练方法、装置及电子设备
KR102191351B1 (ko) * 2020-04-28 2020-12-15 아주대학교산학협력단 지식 증류법 기반 의미론적 영상 분할 방법
CN111967597A (zh) * 2020-08-18 2020-11-20 上海商汤临港智能科技有限公司 神经网络训练及图像分类方法、装置、存储介质、设备
CN111709409B (zh) * 2020-08-20 2020-11-20 腾讯科技（深圳）有限公司 人脸活体检测方法、装置、设备及介质
CN112508169A (zh) * 2020-11-13 2021-03-16 华为技术有限公司 知识蒸馏方法和系统
CN112257815A (zh) * 2020-12-03 2021-01-22 北京沃东天骏信息技术有限公司 模型生成方法、目标检测方法、装置、电子设备及介质
CN112561059B (zh) * 2020-12-15 2023-08-01 北京百度网讯科技有限公司 用于模型蒸馏的方法和装置
CN112801298B (zh) * 2021-01-20 2023-09-01 北京百度网讯科技有限公司 异常样本检测方法、装置、设备和存储介质
CN113378712B (zh) * 2021-06-10 2023-07-04 北京百度网讯科技有限公司 物体检测模型的训练方法、图像检测方法及其装置

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