Project Details
Inovační voucher JIC - Inteligentní vizuální kontrola kvality výrobků
Project Period: 1. 6. 2015 – 31. 12. 2015
Project Type: contract
Partner: JIC, zájmové sdružení právnických osob
English title
Intelligent visual quality control
Type
contract
Keywords
visual quality control, anomaly detection, clustering
Abstract
Technical report on intelligent visual quality control.
The goal is to
propose and evaluate intelligent visual quality control system capable of
automatically detecting abnormalities and flaws of products from images. These
abnormalities will be further sorted and organized in cooperation with human
operator.
propose and evaluate intelligent visual quality control system capable of
automatically detecting abnormalities and flaws of products from images. These
abnormalities will be further sorted and organized in cooperation with human
operator.
The project includes overview of state-of-the-art,
description of the proposed system, and its evaluation on real data from a trial
production facility (data will be supplied by the client).
description of the proposed system, and its evaluation on real data from a trial
production facility (data will be supplied by the client).
Team members
Hradiš Michal, Ing., Ph.D.
(DCGM)
– research leader
Kolář Martin, M.Sc., Ph.D. et Ph.D.
Kolář Martin, M.Sc., Ph.D. et Ph.D.
Results with Impact on Practice
2015
- Intelligent Defect and Anomaly Detection System - A Study in Tofu, summary research report, 2015
Authors: HRADIŠ, M.