CN118135347A - 在线训练方法、安检图像识别方法、装置、设备和介质 - Google Patents
在线训练方法、安检图像识别方法、装置、设备和介质 Download PDFInfo
- Publication number
- CN118135347A CN118135347A CN202211545328.2A CN202211545328A CN118135347A CN 118135347 A CN118135347 A CN 118135347A CN 202211545328 A CN202211545328 A CN 202211545328A CN 118135347 A CN118135347 A CN 118135347A
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- security inspection
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- 238000007689 inspection Methods 0.000 title claims abstract description 212
- 238000012549 training Methods 0.000 title claims abstract description 202
- 238000000034 method Methods 0.000 title claims abstract description 105
- 238000002372 labelling Methods 0.000 claims abstract description 52
- 238000004590 computer program Methods 0.000 claims description 19
- 238000013523 data management Methods 0.000 claims description 16
- 238000011156 evaluation Methods 0.000 claims description 10
- 238000004891 communication Methods 0.000 claims description 8
- 230000008569 process Effects 0.000 abstract description 11
- 238000006243 chemical reaction Methods 0.000 abstract description 4
- 238000012546 transfer Methods 0.000 abstract description 3
- 238000010586 diagram Methods 0.000 description 18
- 230000006870 function Effects 0.000 description 10
- 239000002360 explosive Substances 0.000 description 9
- 230000015654 memory Effects 0.000 description 9
- 238000012545 processing Methods 0.000 description 7
- 230000005540 biological transmission Effects 0.000 description 4
- 230000000694 effects Effects 0.000 description 4
- 230000003287 optical effect Effects 0.000 description 3
- 239000003814 drug Substances 0.000 description 2
- 229940079593 drug Drugs 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000013473 artificial intelligence Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000013527 convolutional neural network Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 230000000977 initiatory effect Effects 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 238000004806 packaging method and process Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 239000000758 substrate Substances 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
- 238000013526 transfer learning Methods 0.000 description 1
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
- G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/10—Image acquisition
- G06V10/12—Details of acquisition arrangements; Constructional details thereof
- G06V10/14—Optical characteristics of the device performing the acquisition or on the illumination arrangements
- G06V10/143—Sensing or illuminating at different wavelengths
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/70—Labelling scene content, e.g. deriving syntactic or semantic representations
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Computational Linguistics (AREA)
- Computing Systems (AREA)
- Databases & Information Systems (AREA)
- Evolutionary Computation (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Software Systems (AREA)
- Image Analysis (AREA)
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211545328.2A CN118135347A (zh) | 2022-12-01 | 2022-12-01 | 在线训练方法、安检图像识别方法、装置、设备和介质 |
| PCT/CN2023/132906 WO2024114440A1 (fr) | 2022-12-01 | 2023-11-21 | Procédé d'apprentissage en ligne, procédé et appareil d'identification d'image d'inspection de sécurité, dispositif et support |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211545328.2A CN118135347A (zh) | 2022-12-01 | 2022-12-01 | 在线训练方法、安检图像识别方法、装置、设备和介质 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN118135347A true CN118135347A (zh) | 2024-06-04 |
Family
ID=91236550
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202211545328.2A Pending CN118135347A (zh) | 2022-12-01 | 2022-12-01 | 在线训练方法、安检图像识别方法、装置、设备和介质 |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN118135347A (fr) |
| WO (1) | WO2024114440A1 (fr) |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107871122A (zh) * | 2017-11-14 | 2018-04-03 | 深圳码隆科技有限公司 | 安检检测方法、装置、系统及电子设备 |
| CN112712121B (zh) * | 2020-12-30 | 2023-12-05 | 浙江智慧视频安防创新中心有限公司 | 一种图像识别模型训练方法、装置及存储介质 |
| CN112884085A (zh) * | 2021-04-02 | 2021-06-01 | 中国科学院自动化研究所 | 基于x光图像的违禁物品检测识别方法、系统及设备 |
| CN113688887A (zh) * | 2021-08-13 | 2021-11-23 | 百度在线网络技术（北京）有限公司 | 图像识别模型的训练与图像识别方法、装置 |
-
2022
- 2022-12-01 CN CN202211545328.2A patent/CN118135347A/zh active Pending
-
2023
- 2023-11-21 WO PCT/CN2023/132906 patent/WO2024114440A1/fr unknown
Also Published As
| Publication number | Publication date |
|---|---|
| WO2024114440A1 (fr) | 2024-06-06 |
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