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		<title>2D Code Vision Inspection System</title>
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		<pubDate>Mon, 26 Jun 2023 08:30:21 +0000</pubDate>
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					<h1 class="ha-page-title elementor-size-default">2D Code Vision Inspection System</h1>				</div>
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									<p><strong>Industry: </strong>Consumer Products<br /><strong>Brands:</strong> Cognex<br /><strong>Case Number: </strong>PH-0021<br /><strong>Solution:</strong> Vision Inspection </p>								</div>
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									<h3><strong>Problem Statement</strong></h3><p>Consumer Products Co would like all machines to come with a 2D reader to inspect the presence of the 2D code and whether the right packaging is loaded into the machine. This is very critical, otherwise, the whole lot will be rejected.</p><h3><strong>Solution</strong></h3><p>To address the issue, we have provided the customer with a high resolution camera to inspect the presence of the 2D code as well as detect the model code of each packaging and right packaging loaded.</p><h3><strong>Customer’s Feedback</strong></h3><p>Cognex ID reader’s overall performance stability and the accuracy rate in reading 2D codes satisfied the customer&#8217;s requirements. The customer was able to efficiently eliminate defective packaging there by reducing overall reject rate.</p>								</div>
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															<img decoding="async" width="489" height="520" src="https://th.fasflexible.com/wp-content/uploads/2023/06/PH-0021.jpg" class="attachment-large size-large wp-image-5967" alt="Success Stories PH-0021" srcset="https://th.fasflexible.com/wp-content/uploads/2023/06/PH-0021.jpg 489w, https://th.fasflexible.com/wp-content/uploads/2023/06/PH-0021-282x300.jpg 282w" sizes="(max-width: 489px) 100vw, 489px" />															</div>
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		<title>Quality Inspection System for Packaging</title>
		<link>https://th.fasflexible.com/success-story/th-0019/</link>
		
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		<pubDate>Mon, 26 Jun 2023 08:27:06 +0000</pubDate>
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					<h1 class="ha-page-title elementor-size-default">Quality Inspection System for Packaging</h1>				</div>
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									<p><strong>Industry: </strong>Food and Packaging<br /><strong>Brands:</strong> Cognex<br /><strong>Case Number: </strong>TH-0019<br /><strong>Solution:</strong> Vision Inspection </p>								</div>
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									<h3><strong>Problem Statement</strong></h3><p>The customer faced quality issue with the printing of the production date on the packaging of cat food. Their whole container will be rejected if the printing of production date is of poor quality.</p><h3><strong>Solution</strong></h3><p>In order to address the quality control challenges, we provide them with the Cognex vision system that has OCR function to inspect the printing quality and also to read all the letters are correctly printed.</p><h3><strong>Customer’s Feedback</strong></h3><p>Cognex system overall performance stability and the accuracy rate in reading OCR satisfied the customer&#8217;s requirements.<br />The system can reduce the no. of claim from customer that cause by under-quality of the printing label. So the customer can reduce cost around 40,000 SGD a year.</p>								</div>
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		<title>Quality Inspection System for Sticker Labelling</title>
		<link>https://th.fasflexible.com/success-story/pt-0015/</link>
		
		<dc:creator><![CDATA[webadmin]]></dc:creator>
		<pubDate>Mon, 26 Jun 2023 08:01:05 +0000</pubDate>
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					<h1 class="ha-page-title elementor-size-default">Quality Inspection System for Sticker Labelling</h1>				</div>
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									<p><strong>Industry:</strong> Automotive<br /><strong>Brands:</strong> Cognex, Mitsubishi and Panasonic<br /><strong>Case Number: </strong>PT-0015 (PM-23)<br /><strong>Solution: </strong>Vision Inspection </p>								</div>
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									<h3><strong>Problem Statement</strong></h3><p>Customer produces car fuse covers faced problems with the sticker label. The stickers fall off and ink fades. There is also problem with the orientation of sticker since it is pasted by human operators.</p>								</div>
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										<img loading="lazy" decoding="async" width="400" height="137" src="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015.jpg" class="attachment-large size-large wp-image-5952" alt="Success Stories PT-0015" srcset="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015.jpg 400w, https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015-300x103.jpg 300w" sizes="(max-width: 400px) 100vw, 400px" />											<figcaption class="widget-image-caption wp-caption-text">Figure: Sticker Label</figcaption>
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									<h3><strong>Solution</strong></h3><p>Panasonic Laser Marker solved their problems, it gives permanent mark on the product. Now they are using two Panasonic Laser markers in one line. The first one is to mark a barcode on the product, while the second one scans the barcode and mark the required marking based on the barcode scanned. Cognex ID reader is used to differentiate the products to be marked. Mitsubishi FX PLC is used as a brain of each machine</p>								</div>
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															<img loading="lazy" decoding="async" width="500" height="226" src="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_2.jpg" class="attachment-large size-large wp-image-5950" alt="Success Stories PT-0015_2" srcset="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_2.jpg 500w, https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_2-300x136.jpg 300w" sizes="(max-width: 500px) 100vw, 500px" />															</div>
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										<img loading="lazy" decoding="async" width="500" height="226" src="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_5.jpg" class="attachment-large size-large wp-image-5951" alt="Success Stories PT-0015_5" srcset="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_5.jpg 500w, https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_5-300x136.jpg 300w" sizes="(max-width: 500px) 100vw, 500px" />											<figcaption class="widget-image-caption wp-caption-text">Figure: The laser marked barcode and fuse cover marking</figcaption>
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<a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="594f3f5" data-elementor-lightbox-title="PT-0015_3" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTk1NCwidXJsIjoiaHR0cHM6XC9cL3RoLmZhc2ZsZXhpYmxlLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDZcL1BULTAwMTVfMy5qcGciLCJzbGlkZXNob3ciOiI1OTRmM2Y1In0%3D" href='https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_3.jpg'><img loading="lazy" decoding="async" width="150" height="150" src="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_3-150x150.jpg" class="attachment-thumbnail size-thumbnail" alt="Success Stories PT-0015_3" srcset="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_3-150x150.jpg 150w, https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_3.jpg 153w" sizes="(max-width: 150px) 100vw, 150px" /></a>
<a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="594f3f5" data-elementor-lightbox-title="PT-0015_6" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTk1NSwidXJsIjoiaHR0cHM6XC9cL3RoLmZhc2ZsZXhpYmxlLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDZcL1BULTAwMTVfNi5qcGciLCJzbGlkZXNob3ciOiI1OTRmM2Y1In0%3D" href='https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_6.jpg'><img loading="lazy" decoding="async" width="150" height="150" src="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_6-150x150.jpg" class="attachment-thumbnail size-thumbnail" alt="Success Stories PT-0015_6" srcset="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_6-150x150.jpg 150w, https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_6.jpg 153w" sizes="(max-width: 150px) 100vw, 150px" /></a>
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									<h3><strong>Customer’s Feedback</strong></h3><p>The customer is satisfied with our support, since we give them the technical support in every product we supplied including Panasonic laser marker, Mitsubishi PLC, Cognex ID reader and Panasonic sensors.</p>								</div>
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										<img loading="lazy" decoding="async" width="773" height="490" src="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_4.jpg" class="attachment-large size-large wp-image-5949" alt="Success Stories PT-0015_4" srcset="https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_4.jpg 773w, https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_4-300x190.jpg 300w, https://th.fasflexible.com/wp-content/uploads/2023/06/PT-0015_4-768x487.jpg 768w" sizes="(max-width: 773px) 100vw, 773px" />											<figcaption class="widget-image-caption wp-caption-text">Figure: The two laser marking machines</figcaption>
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		<title>Quality Inspection System for Printing / Labelling  </title>
		<link>https://th.fasflexible.com/success-story/th-0010/</link>
		
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		<pubDate>Mon, 26 Jun 2023 07:57:49 +0000</pubDate>
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					<h1 class="ha-page-title elementor-size-default">Quality Inspection System for Printing / Labelling  </h1>				</div>
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									<p><strong>Industry:</strong> Packaging<br /><strong>Brands:</strong> Cognex<br /><strong>Case Number: </strong>TH-0010 (PC-3) <br /><strong>Solution: </strong>Vision Inspection </p>								</div>
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									<h3><strong>Problem Statement</strong></h3><p>In packaging industry, the printing quality is one of the most important criteria. Before developed vision system to serve the industry, eyes visual inspection was used. This resulted in lots of problems due to the physical and mental fatigue experienced by workers leading to unstable checking result. There were cases where the shampoo plastic bottle was rejected and increased in production cost. The workers also take a longer time of 30s in the quality checking process.</p><h3><strong>Solution</strong></h3><p>We provided COGNEX Vision Solution to inspect the quality of the printing. Every single Japanese character are checked by the vision system. Our vision system could reject even the single dot is missing or incomplete. The inspection time has reduced from 30 seconds to 0.6 second.</p><h3>Customer’s Feedback</h3><p>After install our system, now the quality issue and customer’s reject are solved. The customer is satisfied with our vision system.</p>								</div>
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		<title>Track and Trace System for Compressor Assembly Line</title>
		<link>https://th.fasflexible.com/success-story/th-0013/</link>
		
		<dc:creator><![CDATA[webadmin]]></dc:creator>
		<pubDate>Mon, 26 Jun 2023 07:42:11 +0000</pubDate>
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									<p><strong>Industry:</strong> Electronics<br /><strong>Brands: </strong>Panasonic, Cognex and Mitsubishi<br /><strong>Case Number: </strong>TH-0013 (PM-7) <br /><strong>Solution: </strong>Track &amp; Trace</p>								</div>
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									<h3><strong>Problem Statement</strong></h3><p>The customer need to do the Track &amp; Traceability to the compressor assembly line. They want to know when their customer claimed the defected-compressor that which production line has produced the defected-compressor and which machine is the root of problem then they can stop only one production line or only one machine rather than stop all the production lines.</p>								</div>
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															<img loading="lazy" decoding="async" width="578" height="347" src="https://th.fasflexible.com/wp-content/uploads/2023/06/TH-0013.png" class="attachment-medium_large size-medium_large wp-image-5904" alt="Success Stories TH-0013" srcset="https://th.fasflexible.com/wp-content/uploads/2023/06/TH-0013.png 578w, https://th.fasflexible.com/wp-content/uploads/2023/06/TH-0013-300x180.png 300w" sizes="(max-width: 578px) 100vw, 578px" />															</div>
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									<h3><strong>Solution</strong></h3><p>We propose Track &amp; Traceability system to solve this problem. By using our MITSUBISHI’s Q series Panasonic’s Distance Laser Sensor and our COGNEX’s Barcode Reader. Before install the new tracking system we have to convert customer Mitsubishi’ Melsec A to Mitsubishi’s Melsec Q which it’s more reliable then install the new tracking system. Our system read all the information of compressor for instance rotator-height, coil’s flux value, magnetic value etc., and logging with Mitsubishi’s logging module that related with ID-Code of each compressor itself. So every produced-compressor from this improved-production line could be tracked and traced back.</p>								</div>
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															<img loading="lazy" decoding="async" width="577" height="381" src="https://th.fasflexible.com/wp-content/uploads/2023/06/TH-0013_2.png" class="attachment-medium_large size-medium_large wp-image-5903" alt="Success Stories TH-0013_2" srcset="https://th.fasflexible.com/wp-content/uploads/2023/06/TH-0013_2.png 577w, https://th.fasflexible.com/wp-content/uploads/2023/06/TH-0013_2-300x198.png 300w" sizes="(max-width: 577px) 100vw, 577px" />															</div>
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									<h3><strong>Customer’s Feedback</strong></h3><p>The result is good, customer is satisfied with our new tracking system. And they will expand the tracking system to others production lines.</p>								</div>
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		<title>Inspection System for Filter Positioning</title>
		<link>https://th.fasflexible.com/success-story/th-0018/</link>
		
		<dc:creator><![CDATA[webadmin]]></dc:creator>
		<pubDate>Thu, 13 Apr 2023 00:48:37 +0000</pubDate>
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					<h1 class="ha-page-title elementor-size-default">Inspection System for Filter Positioning</h1>				</div>
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									<p><strong>Industry: </strong>Semiconductors / Electronics<br /><strong>Brands:</strong> Cognex Insight Camera<br /><strong>Case Number: </strong> TH-0018<br /><strong>Solution: </strong>Vision Inspection</p>								</div>
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									<h3><strong>Problem Statement</strong></h3><p>Customer has a problem on filter positioning not installed properly. So, they need to inspect the gap between filter and media. Gap &gt; 100mm is good part and gap &lt; 100mm will be rejected.</p><h3><strong>Solution</strong></h3><p>Cognex 7000 Series Vision System is used to address the issue.</p><h3><strong>Customer’s Feedback</strong></h3><p>With our Vision Inspection System, it can reduce the cost of 2 operators and also do 100% real-time inspection without error.<br />Also increase productivity around 10 times, inspection time reduced from 10 seconds to 1 second.</p>								</div>
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		<title>Precision Pick &#038; Place Unit for Circuit Board Assembly</title>
		<link>https://th.fasflexible.com/success-story/cn-0016/</link>
		
		<dc:creator><![CDATA[webadmin]]></dc:creator>
		<pubDate>Thu, 30 Mar 2023 09:12:51 +0000</pubDate>
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					<h1 class="ha-page-title elementor-size-default">Precision Pick &amp; Place Unit for Circuit Board Assembly</h1>				</div>
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									<p><strong style="color: #000000; font-family: 'Open Sans';">Industry: </strong>Automotive<br style="color: #000000; font-family: 'Open Sans';" /><strong style="color: #000000; font-family: 'Open Sans';">Brands:</strong><span style="color: #000000; font-family: 'Open Sans';"> Epson &amp; Cognex</span><br /><strong style="color: #000000; font-family: 'Open Sans';">Case Number: </strong>CN<span style="color: #000000; font-family: 'Open Sans';">-0016</span><br style="color: #000000; font-family: 'Open Sans';" /><strong style="color: #000000; font-family: 'Open Sans';">Solution: </strong>Robotics and Vision Inspection</p>								</div>
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									<h3><strong>Problem Statement</strong></h3><p>Refer to the work flow, the project is splitted into following sub-projects：<br />1.Epoxy dispensing.<br />2.Air bubble check after dispensing.<br />3.Circuit board casing.<br />4.Label checking.<br />5.Temp cycle test after casing.<br />6.Mounting Assembly.</p><h3><strong>Solution</strong></h3><p>By using Epson Robot and Cognex Vision System. With precision pick and place by the Epson robot, plus accurate positioning and inspection of the Cognex vision system.</p><h3><strong>Result &amp; Benefit</strong></h3><p>With the Epson robot, there is a reduction of the generation of bubbles and no leaking, resulting in uniform coating and speed is improved. Most importantly, the robot achieve efficiency and a higher inspection pass rate.</p>								</div>
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		<title>Track &#038; Trace with MES Platform</title>
		<link>https://th.fasflexible.com/success-story/th-0020/</link>
		
		<dc:creator><![CDATA[webadmin]]></dc:creator>
		<pubDate>Thu, 30 Mar 2023 09:00:59 +0000</pubDate>
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									<p><strong style="color: #000000; font-family: 'Open Sans';">Industry: </strong>Automotive<br style="color: #000000; font-family: 'Open Sans';" /><strong style="color: #000000; font-family: 'Open Sans';">Brands:</strong><span style="color: #000000; font-family: 'Open Sans';"> Cognex, Mitsubishi</span><br /><strong style="color: #000000; font-family: 'Open Sans';">Case Number: </strong>TH<span style="color: #000000; font-family: 'Open Sans';">-0020</span><br style="color: #000000; font-family: 'Open Sans';" /><strong style="color: #000000; font-family: 'Open Sans';">Solution: </strong>Track &amp; Trace</p>								</div>
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									<h3><strong>Problem Statement</strong></h3><p>Customer needs a realtime device management platform that enables them to track the machine activities on a timely basis.</p><h3><strong>Solution</strong></h3><p>With Mitsubishi Q Series and MES Interface module, together with Cognex Barcode Reader, it is updated with all machine status, order the recipe and quantity of their products real-time from SQL server to the machines etc.</p><h3><strong>Customer’s Feedback</strong></h3><p>Our MES system, can increase productivity around 22% due to reducing the time of production order from top management to each operating units, also can reduce waiting time to maintenance 4 times (120 minutes to 30 minutes).</p><p>The customer also get the production information in real-time.</p>								</div>
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		<title>Deep Learning-based Approach to OCR</title>
		<link>https://th.fasflexible.com/success-story/cn-0029/</link>
		
		<dc:creator><![CDATA[webadmin]]></dc:creator>
		<pubDate>Fri, 24 Mar 2023 01:00:10 +0000</pubDate>
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					<description><![CDATA[Solutions Menu สิ่งอำนวยความสะดวกและการจัดการพลังงาน การจัดการคุณภาพ หุ่นยนต์อุตสาหกรรม ระบบแมชชีนวิชั่น การควบคุมระบบอัตโนมัติ สำหรับการผลิต การจัดการประสิทธิภาพการผลิต การจัดการการบำรุงรักษา หุ่นยนต์อัจฉริยะที่สามารถทำงานร่วมกับมนุษย์ได้ การตรวจสอบและควบคุมการผลิต Deep Learning-based Approach to OCR SSCN Number  : SSCN-0029Project [&#8230;]]]></description>
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					<h1 class="ha-page-title elementor-size-default">Deep Learning-based Approach to OCR</h1>				</div>
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									<p><strong>SSCN Number  </strong>: SSCN-0029<br /><strong>Project Number  : </strong>FASKL_VKL2011127<br /><strong>Industry</strong>  : Others<br /><strong>Solution  : </strong>Machine Vision System/AIDC<br /><strong>Brands</strong>  : Cognex</p>								</div>
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									<h3><strong>Problem Statement</strong></h3><p>The graphite electrode is labeled with a unique code for monitoring and tracking purpose. This unique code contains alphanumeric character that is stamped onto a graphite electrode.  Poorly stamped characters, confusing background and unwanted noise make it difficult for a machine vision system with traditional rules-based approach to recognize the characters.</p>								</div>
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															<img loading="lazy" decoding="async" width="1024" height="74" src="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029-1024x74.png" class="attachment-large size-large wp-image-5476" alt="Success Stories SSCN-0029" srcset="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029-1024x74.png 1024w, https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029-300x22.png 300w, https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029-768x56.png 768w, https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029.png 1310w" sizes="(max-width: 1024px) 100vw, 1024px" />															</div>
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									<h3><strong>Solutions</strong></h3>
<p>With In-Sight ViDi, a powerful deep learning software platform, the In-Sight D900 vision system is able to read characters under challenging situations such as noisy backgrounds and poorly stamped characters. In the training phase, images under different conditions were collected and labeled for training and validation purposes. During training &amp; validation phase, re-labelling of the incorrect characters or missed characters is done until the software’s model is able to correctly identifies all characters. When deployed, the In-Sight ViDi Read tool operates on input images and produces results based on the validated training data.</p>								</div>
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															<img loading="lazy" decoding="async" width="690" height="363" src="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_2.png" class="attachment-large size-large wp-image-5477" alt="Success Stories SSCN-0029_2" srcset="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_2.png 690w, https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_2-300x158.png 300w" sizes="(max-width: 690px) 100vw, 690px" />															</div>
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															<img loading="lazy" decoding="async" width="456" height="169" src="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_3.jpg" class="attachment-large size-large wp-image-5478" alt="Success Stories SSCN-0029_3" srcset="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_3.jpg 456w, https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_3-300x111.jpg 300w" sizes="(max-width: 456px) 100vw, 456px" />															</div>
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									<h2>Benefits</h2><p>Good reading rate for low quality ID stamped characters. With deep learning-based OCR, reading rate improves by at least 20% as compared to traditional rules-based algorithm.</p>								</div>
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															<img loading="lazy" decoding="async" width="342" height="167" src="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_4.png" class="attachment-large size-large wp-image-5479" alt="Success Stories SSCN-0029_4" srcset="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_4.png 342w, https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_4-300x146.png 300w" sizes="(max-width: 342px) 100vw, 342px" />															</div>
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															<img loading="lazy" decoding="async" width="353" height="167" src="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_5.png" class="attachment-large size-large wp-image-5480" alt="Success Stories SSCN-0029_5" srcset="https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_5.png 353w, https://th.fasflexible.com/wp-content/uploads/2023/04/SSCN-0029_5-300x142.png 300w" sizes="(max-width: 353px) 100vw, 353px" />															</div>
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