EP3532391A4 - System and method for automatic inspection and classification of discrete items - Google Patents
System and method for automatic inspection and classification of discrete items Download PDFInfo
- Publication number
- EP3532391A4 EP3532391A4 EP17864362.3A EP17864362A EP3532391A4 EP 3532391 A4 EP3532391 A4 EP 3532391A4 EP 17864362 A EP17864362 A EP 17864362A EP 3532391 A4 EP3532391 A4 EP 3532391A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- classification
- automatic inspection
- discrete items
- discrete
- items
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
Links
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65B—MACHINES, APPARATUS OR DEVICES FOR, OR METHODS OF, PACKAGING ARTICLES OR MATERIALS; UNPACKING
- B65B57/00—Automatic control, checking, warning, or safety devices
- B65B57/10—Automatic control, checking, warning, or safety devices responsive to absence, presence, abnormal feed, or misplacement of articles or materials to be packaged
- B65B57/14—Automatic control, checking, warning, or safety devices responsive to absence, presence, abnormal feed, or misplacement of articles or materials to be packaged and operating to control, or stop, the feed of articles or material to be packaged
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
- B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
- B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
- B07C5/34—Sorting according to other particular properties
- B07C5/342—Sorting according to other particular properties according to optical properties, e.g. colour
- B07C5/3422—Sorting according to other particular properties according to optical properties, e.g. colour using video scanning devices, e.g. TV-cameras
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65B—MACHINES, APPARATUS OR DEVICES FOR, OR METHODS OF, PACKAGING ARTICLES OR MATERIALS; UNPACKING
- B65B5/00—Packaging individual articles in containers or receptacles, e.g. bags, sacks, boxes, cartons, cans, jars
- B65B5/10—Filling containers or receptacles progressively or in stages by introducing successive articles, or layers of articles
- B65B5/101—Filling containers or receptacles progressively or in stages by introducing successive articles, or layers of articles by gravity
- B65B5/103—Filling containers or receptacles progressively or in stages by introducing successive articles, or layers of articles by gravity for packaging pills or tablets
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/243—Classification techniques relating to the number of classes
- G06F18/2431—Multiple classes
-
- 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
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
- B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
- B07C2501/00—Sorting according to a characteristic or feature of the articles or material to be sorted
- B07C2501/0018—Sorting the articles during free fall
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Evolutionary Computation (AREA)
- Mechanical Engineering (AREA)
- Multimedia (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Software Systems (AREA)
- Medical Informatics (AREA)
- General Health & Medical Sciences (AREA)
- Databases & Information Systems (AREA)
- Computing Systems (AREA)
- Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- Life Sciences & Earth Sciences (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- General Engineering & Computer Science (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
IL248641A IL248641A0 (en) | 2016-10-31 | 2016-10-31 | System and method for automatic inspection and classification of discrete items |
PCT/IL2017/050990 WO2018078613A1 (en) | 2016-10-31 | 2017-09-04 | System and method for automatic inspection and classification of discrete items |
Publications (2)
Publication Number | Publication Date |
---|---|
EP3532391A1 EP3532391A1 (en) | 2019-09-04 |
EP3532391A4 true EP3532391A4 (en) | 2019-11-20 |
Family
ID=62024432
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP17864362.3A Withdrawn EP3532391A4 (en) | 2016-10-31 | 2017-09-04 | System and method for automatic inspection and classification of discrete items |
Country Status (3)
Country | Link |
---|---|
EP (1) | EP3532391A4 (en) |
IL (1) | IL248641A0 (en) |
WO (1) | WO2018078613A1 (en) |
Families Citing this family (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20210349007A1 (en) * | 2018-09-27 | 2021-11-11 | Horiba, Ltd. | Method for generating data for particle analysis, program for generating data for particle analysis, and device for generating data for particle analysis |
WO2020081668A2 (en) * | 2018-10-19 | 2020-04-23 | Genentech, Inc. | Defect detection in lyophilized drug products with convolutional neural networks |
CN110930360A (en) * | 2019-10-21 | 2020-03-27 | 北京海益同展信息科技有限公司 | Egg detection method, egg image processing method, egg detection device, image processing device, electronic equipment and storage medium |
CN112547528B (en) * | 2021-03-01 | 2021-05-25 | 华鹏飞股份有限公司 | Logistics sorting method and system based on classification identification |
US12036185B2 (en) | 2021-07-19 | 2024-07-16 | Optum, Inc. | System and method to count pills |
US11480529B1 (en) | 2021-09-13 | 2022-10-25 | Borde, Inc. | Optical inspection systems and methods for moving objects |
US20230233414A1 (en) * | 2022-01-27 | 2023-07-27 | Express Scripts Strategic Development, Inc. | Medication change system and methods |
CN118083273B (en) * | 2024-04-17 | 2024-07-23 | 山东九曲圣基新型建材有限公司 | Automatic packaging system and method for baking sand |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6535637B1 (en) * | 1997-04-04 | 2003-03-18 | Esco Electronics, Inc. | Pharmaceutical pill recognition and verification system |
WO2011112606A1 (en) * | 2010-03-09 | 2011-09-15 | Perceptimed, Inc. | Medication verification and dispensing |
US20150302255A1 (en) * | 2012-01-23 | 2015-10-22 | Perceptimed, Inc. | Automated Pharmaceutical Pill Identification |
-
2016
- 2016-10-31 IL IL248641A patent/IL248641A0/en unknown
-
2017
- 2017-09-04 WO PCT/IL2017/050990 patent/WO2018078613A1/en active Search and Examination
- 2017-09-04 EP EP17864362.3A patent/EP3532391A4/en not_active Withdrawn
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6535637B1 (en) * | 1997-04-04 | 2003-03-18 | Esco Electronics, Inc. | Pharmaceutical pill recognition and verification system |
WO2011112606A1 (en) * | 2010-03-09 | 2011-09-15 | Perceptimed, Inc. | Medication verification and dispensing |
US20150302255A1 (en) * | 2012-01-23 | 2015-10-22 | Perceptimed, Inc. | Automated Pharmaceutical Pill Identification |
Non-Patent Citations (3)
Title |
---|
ALEX KRIZHEVSKY ET AL: "ImageNet classification with deep convolutional neural networks", ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 24 : 25TH ANNUAL CONFERENCE ON NEURAL INFORMATION PROCESSING SYSTEMS 2011 ; DECEMBER 12 - 15, 2011, GRANADA, SPAIN, vol. 24, 1 January 2012 (2012-01-01) - 15 December 2011 (2011-12-15), Red Hook, NY, pages 1 - 9, XP055531859, ISBN: 978-1-61839-599-3 * |
ANONYMOUS: "Building powerful image classification models using very little data", 5 June 2016 (2016-06-05), XP055632379, Retrieved from the Internet <URL:https://blog.keras.io/building-powerful-image-classification-models-using-very-little-data.html> [retrieved on 20191015] * |
See also references of WO2018078613A1 * |
Also Published As
Publication number | Publication date |
---|---|
EP3532391A1 (en) | 2019-09-04 |
IL248641A0 (en) | 2017-02-28 |
WO2018078613A1 (en) | 2018-05-03 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
PUAI | Public reference made under article 153(3) epc to a published international application that has entered the european phase |
Free format text: ORIGINAL CODE: 0009012 |
|
17P | Request for examination filed |
Effective date: 20190529 |
|
AK | Designated contracting states |
Kind code of ref document: A1 Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR |
|
AX | Request for extension of the european patent |
Extension state: BA ME |
|
A4 | Supplementary search report drawn up and despatched |
Effective date: 20191023 |
|
RIC1 | Information provided on ipc code assigned before grant |
Ipc: B65B 5/10 20060101ALI20191017BHEP Ipc: G06K 9/46 20060101ALI20191017BHEP Ipc: G06K 9/62 20060101ALI20191017BHEP Ipc: B07C 5/342 20060101ALI20191017BHEP Ipc: B65B 57/14 20060101AFI20191017BHEP |
|
DAV | Request for validation of the european patent (deleted) | ||
DAX | Request for extension of the european patent (deleted) | ||
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: THE APPLICATION IS DEEMED TO BE WITHDRAWN |
|
18D | Application deemed to be withdrawn |
Effective date: 20200603 |