Matlab codes for fabric (textile) defects detection and classifying

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  • Proposals: 2
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  • #658191
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Olivier L.Michael A. have already sent a proposal.
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Description

Experience Level: Expert
Estimated Job duration: 3 - 4 weeks
General information for the business: Matlab codes for fabric defects detection and classifying
Kind of development: New program from scratch
Num. of modules: 2
Description of every module: ONE FOR DETECTION OTHER FOR CLASSIFICATION WITH GUI
Description of requirements/functionality: doing a project on matlab automatic textile defects inspection


textile defect detection (textile inspection system) for at least 7 types of defects with suitable image processing (image enhancement and feature extraction) and best classifier for detection and classifying the defects
i would like to ask you about helping me in my project for the following tasks :
-writing the entire code in matlab with functions
- suggesting best algorithms
-giving advice on the best way to implement the project [best signal processing for textile defected images and best classifier ]
CMS and Admin requirements: MATLAB PROGRAMMING
Specific technologies required: MATLAB
OS requirements: Windows
Extra notes: ONLY AND ONLY MATLAB ,NEED THE BEST CLASSIFIER!!!
I HAVE DATA BASE FOR PICTURES

due date after 2-4 weeks

textile defect detection for at least 4 types of defects with image processing (detect the defect and feature extraction) and best classifier for classifying the defect type
suggestion are gabor filter ,wavelet,statistical
classifier :ann

please tell me:
give me more information about your point of view about my project and how you will do it
is there any algorithms or ways in your mind ?
have you programmed a similar project?
are you sure 100% you can do a 100 % working on defect inspection?
what types of defects you can detect?
and how much time you need?

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