IL326693A - אימון למידת מכונה המבוסס על מערכי אימון פוטוריאליסטיים - Google Patents

אימון למידת מכונה המבוסס על מערכי אימון פוטוריאליסטיים

Info

Publication number
IL326693A
IL326693A IL326693A IL32669326A IL326693A IL 326693 A IL326693 A IL 326693A IL 326693 A IL326693 A IL 326693A IL 32669326 A IL32669326 A IL 32669326A IL 326693 A IL326693 A IL 326693A
Authority
IL
Israel
Prior art keywords
training
photorealist
machine learning
sets
learning training
Prior art date
Application number
IL326693A
Other languages
English (en)
Inventor
Avinu Jacob
KUSHNIRSKY Alexander
MADAR Eyal
Original Assignee
Odysight Ai Ltd
Avinu Jacob
KUSHNIRSKY Alexander
MADAR Eyal
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Odysight Ai Ltd, Avinu Jacob, KUSHNIRSKY Alexander, MADAR Eyal filed Critical Odysight Ai Ltd
Publication of IL326693A publication Critical patent/IL326693A/he

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/047—Probabilistic or stochastic networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/141—Control of illumination
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/60—Extraction of image or video features relating to illumination properties, e.g. using a reflectance or lighting model
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/06—Recognition of objects for industrial automation

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Databases & Information Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Image Analysis (AREA)
IL326693A 2023-08-20 2024-08-13 אימון למידת מכונה המבוסס על מערכי אימון פוטוריאליסטיים IL326693A (he)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202363533668P 2023-08-20 2023-08-20
PCT/IL2024/050815 WO2025041125A1 (en) 2023-08-20 2024-08-13 Machine learning training based on photorealist training sets

Publications (1)

Publication Number Publication Date
IL326693A true IL326693A (he) 2026-04-01

Family

ID=94731498

Family Applications (1)

Application Number Title Priority Date Filing Date
IL326693A IL326693A (he) 2023-08-20 2024-08-13 אימון למידת מכונה המבוסס על מערכי אימון פוטוריאליסטיים

Country Status (2)

Country Link
IL (1) IL326693A (he)
WO (1) WO2025041125A1 (he)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN121564704B (zh) * 2026-01-26 2026-04-17 湖南大学 一种基于单相机的三维投影形变测量与误差补偿方法

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102016008987B4 (de) * 2015-07-31 2021-09-16 Fanuc Corporation Maschinenlernverfahren und Maschinenlernvorrichtung zum Lernen von Fehlerbedingungen, und Fehlervorhersagevorrichtung und Fehlervorhersagesystem, das die Maschinenlernvorrichtung einschließt
US20210201474A1 (en) * 2018-06-29 2021-07-01 Photogauge, Inc. System and method for performing visual inspection using synthetically generated images
US10768605B2 (en) * 2018-07-23 2020-09-08 Accenture Global Solutions Limited Augmented reality (AR) based fault detection and maintenance
DE112019004082T5 (de) * 2018-08-12 2021-06-10 Skf Ai, Ltd. System und Verfahren zur Vorhersage von Ausfällen industrieller Maschinen
US12045930B2 (en) * 2021-04-15 2024-07-23 The Boeing Company Computing device and method for generating realistic synthetic image data

Also Published As

Publication number Publication date
WO2025041125A1 (en) 2025-02-27

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