Fabrics Defect Dataset - Revision history

Admino739mjm7 at 12:30, 2 September 2024

2024-09-02T12:30:37Z

← Older revision		Revision as of 12:30, 2 September 2024
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	<br>		<br>

	== Dataset ~~and Model~~ Details ==		== Dataset Details ==
	=== Dataset Overview ===		=== Dataset Overview ===
	<p style="line-height: 1.5em">		<p style="line-height: 1.5em">

Admino739mjm7: /* Usage */

2024-09-02T12:15:21Z

Usage

← Older revision		Revision as of 12:15, 2 September 2024
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	This is an image dataset and can be used for testing or training for AI models.		This is an image dataset and can be used for testing or training for AI models.
	</p>		</p>
	~~<br>~~

	=== Maturity===		=== Maturity===
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	Ongoing development: currently there are around 350 images where annotation has started based on findings from production. New images are added at a monthly basis.		Ongoing development: currently there are around 350 images where annotation has started based on findings from production. New images are added at a monthly basis.
	</p>		</p>
	~~<br>~~

	=== Licence===		=== Licence===

Admino739mjm7: /* Acknowledgement */

2024-09-02T12:15:07Z

Acknowledgement

← Older revision		Revision as of 12:15, 2 September 2024
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	==== Acknowledgement====		==== Acknowledgement====
	<p style="font-size:90%;line-height: 1.5em">		<p style="font-size:90%;line-height: 1.5em">
	''The dataset was created in the framework of the EITM Teaching Factories project. In the AI REDGIO 5.0 project it will be used in the Industrial Pilot VII: Quality Assurance of clothing production at Katty Fashion		''The dataset was created in the framework of the EITM Teaching Factories project. In the AI REDGIO 5.0 project it will be used in the Industrial Pilot VII: Quality Assurance of clothing production at Katty Fashion''
	~~The image dataset will be used in the future for training the AI system for the pilot to find fabric defects, not only product defects.~~''
	</p>		</p>

	== Relevant Categories==		== Relevant Categories==
	[[Category:Dataset]][[Category:Quality Control]][[Category:Machine Vision]]		[[Category:Dataset]][[Category:Quality Control]][[Category:Machine Vision]]

Admino739mjm7: Created page with "An image dataset of fabric defects, that can be used for testing or training for AI models.
Image 1: Fabric with defect
== Asset Description ==
A set of fabric defects images that include, but are no limited to knots, thick/thin yarn, running shade variation, color yarn, holes, uneven dye, uneven print, crease marks, fabric skew,..."

2024-09-02T12:14:27Z

Created page with "<strong>An image dataset of fabric defects, that can be used for testing or training for AI models. </strong> thumb|right|<div style="font-size:88%;line-height: 1.5em">Image 1: Fabric with defect</div> == Asset Description == <p style="line-height: 1.5em"> A set of fabric defects images that include, but are no limited to knots, thick/thin yarn, running shade variation, color yarn, holes, uneven dye, uneven print, crease marks, fabric skew,..."

New page

<strong>An image dataset of fabric defects, that can be used for testing or training for AI models. </strong> [[File:Fabrics defect 2.png|thumb|right|<div style="font-size:88%;line-height: 1.5em">Image 1: Fabric with defect</div>]]

== Asset Description ==
<p style="line-height: 1.5em">
A set of fabric defects images that include, but are no limited to knots, thick/thin yarn, running shade variation, color yarn, holes, uneven dye, uneven print, crease marks, fabric skew, fabric browning, stain/spot/dirt, broken yarn, stop mark and more.
</p>
<br>

== Dataset and Model Details ==
=== Dataset Overview ===
<p style="line-height: 1.5em">
Images of fabric cutouts that contain defects that were found during a regular work day taken with a DSLR camera at a 12MPx resolution (4000 x 3000 px). The set includes top and bottom parts of the fabric and non-defective parts of the fabric. The resolution is around 10px/mm.
</p>
<br>

== Usage ==
<p style="line-height: 1.5em">
This is an image dataset and can be used for testing or training for AI models.
</p>
<br>

=== Maturity===
<p style="line-height: 1.5em">
Ongoing development: currently there are around 350 images where annotation has started based on findings from production. New images are added at a monthly basis.
</p>
<br>

=== Licence===
Proprietary

== Resources ==
<ul>
<li>For further information, please contact eduard.modreanu@katty-fashion.ro with CC to project.management@katty-fashion.ro</li>
</ul>

==== Acknowledgement====
<p style="font-size:90%;line-height: 1.5em">
''The dataset was created in the framework of the EITM Teaching Factories project. In the AI REDGIO 5.0 project it will be used in the Industrial Pilot VII: Quality Assurance of clothing production at Katty Fashion
The image dataset will be used in the future for training the AI system for the pilot to find fabric defects, not only product defects.''
</p>

== Relevant Categories==
[[Category:Dataset]][[Category:Quality Control]][[Category:Machine Vision]]