{"id":7266,"date":"2024-11-04T09:18:28","date_gmt":"2024-11-04T08:18:28","guid":{"rendered":"https:\/\/www.datahouse.ch\/?post_type=sucess-stories&#038;p=7266"},"modified":"2025-08-11T17:30:49","modified_gmt":"2025-08-11T15:30:49","slug":"immoeye-the-smarter-way-to-classify-images","status":"publish","type":"sucess-stories","link":"https:\/\/www.datahouse.ch\/en\/sucess-stories\/immoeye-the-smarter-way-to-classify-images\/","title":{"rendered":"ImmoEye: The smarter way to classify images"},"content":{"rendered":"\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:15.5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>Datahouse supports companies in optimizing and future-proofing their processes through intelligent technologies.<\/p>\n\n\n\n<p>An outstanding example of this innovative strength is the development and integration of <strong>ImmoEye<\/strong>, a state-of-the-art deep learning system that automates the categorization of real estate images and radically simplifies the day-to-day work of real estate agents.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:15.5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p class=\"has-h-2-font-size\"><strong><strong>The vision behind ImmoEye<\/strong><\/strong><\/p>\n\n\n\n<p>Our client, <a href=\"https:\/\/www.wuestpartner.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">W\u00fcest Partner<\/a>, a leading provider of digital real estate valuation, was faced with the challenge of optimizing the photo categorization process in its <a href=\"https:\/\/www.wuestpartner.com\/services-products\/digital-solutions-for-real-estate\/wuest-visits\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u201cVisits\u201d app<\/a>. This app makes it possible to comprehensively digitize properties.<\/p>\n\n\n\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"image__wrapper alignfull withoutShadow\"><figure class=\"wp-block-image alignfull size-full withoutDescription withoutShadow\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/www.datahouse.ch\/wp-content\/uploads\/Wuest-Visits-App.jpg\" alt=\"\" class=\"wp-image-7269\" srcset=\"https:\/\/www.datahouse.ch\/wp-content\/uploads\/Wuest-Visits-App.jpg 1920w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Wuest-Visits-App-300x169.jpg 300w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Wuest-Visits-App-1600x900.jpg 1600w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Wuest-Visits-App-768x432.jpg 768w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Wuest-Visits-App-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/figure><\/div>\n<\/div>\n<\/div>\n\n\n\n<p>A central component of the app is the recording and assignment of photos to specific categories such as \u00abgarage\u00bb, \u00abkitchen\u00bb or \u00abroof\u00bb. Previously, this assignment was done manually &#8211; a time-consuming and resource-intensive process. W\u00fcest Partner was looking for an innovative solution to meet the increasing demands of the industry and achieve greater efficiency.<\/p>\n\n\n\n<p class=\"has-h-2-font-size\"><strong><strong>The challenge<\/strong><\/strong><\/p>\n\n\n\n<p>The main problem was the high complexity of image classification, which often posed challenges even for experienced brokers.<\/p>\n\n\n\n<p>For example, it is difficult to decide whether the category \u00abGarage\u00bb, \u00abRoof\u00bb or \u00abExterior view\u00bb is correct for a photo showing a house with a garage from the outside.<\/p>\n\n\n\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"image__wrapper alignfull withoutShadow\"><figure class=\"wp-block-image alignfull size-full withoutDescription withoutShadow\"><img loading=\"lazy\" decoding=\"async\" width=\"2600\" height=\"1583\" src=\"https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-garage-3.png\" alt=\"\" class=\"wp-image-7304\" srcset=\"https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-garage-3.png 2600w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-garage-3-300x183.png 300w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-garage-3-1600x974.png 1600w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-garage-3-768x468.png 768w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-garage-3-1536x935.png 1536w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-garage-3-2048x1247.png 2048w\" sizes=\"auto, (max-width: 2600px) 100vw, 2600px\" \/><\/figure><\/div>\n<\/div>\n<\/div>\n\n\n\n<p>This ambiguity made it necessary to provide the AI system with thousands of training images in order to adapt it to the specific requirements of the real estate industry.<\/p>\n\n\n\n<p class=\"has-h-2-font-size\"><strong><strong><strong>The solution<\/strong><\/strong><\/strong><\/p>\n\n\n\n<p>To overcome this challenge, Datahouse and W\u00fcest Partner relied on state-of-the-art <strong>deep learning technology<\/strong>.<\/p>\n\n\n\n<p>At the heart of ImmoEye is the neural network <strong>MobileNet<\/strong>, which was specially developed for AI-supported image recognition on smartphones. Through <strong>transfer learning<\/strong> &#8211; a method in which a pre-trained model is adapted to new tasks &#8211; MobileNet has been optimized to precisely meet W\u00fcest Partner&#8217;s complex requirements.<\/p>\n\n\n\n<p>The integration of ImmoEye into the Visits app was a decisive step that drastically reduced manual work.<\/p>\n\n\n\n<p>The system classifies hundreds of images per minute and delivers results with an accuracy of over 80%, which can largely replace human work steps.<\/p>\n\n\n\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"image__wrapper alignfull withoutShadow\"><figure class=\"wp-block-image alignfull size-full withoutDescription withoutShadow\"><img loading=\"lazy\" decoding=\"async\" width=\"2600\" height=\"1583\" src=\"https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-ImmoEye.png\" alt=\"\" class=\"wp-image-7282\" srcset=\"https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-ImmoEye.png 2600w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-ImmoEye-300x183.png 300w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-ImmoEye-1600x974.png 1600w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-ImmoEye-768x468.png 768w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-ImmoEye-1536x935.png 1536w, https:\/\/www.datahouse.ch\/wp-content\/uploads\/Laptop-for-Success-Stories-ImmoEye-2048x1247.png 2048w\" sizes=\"auto, (max-width: 2600px) 100vw, 2600px\" \/><\/figure><\/div>\n<\/div>\n<\/div>\n\n\n\n<p>Even in the case of uncertainties, the system makes well-founded decisions by calculating probabilities for all categories and selecting the most plausible one.<\/p>\n\n\n\n<p class=\"has-h-2-font-size\"><strong>The benefits: Efficiency and precision through automation<\/strong><\/p>\n\n\n\n<p>The introduction of ImmoEye gave W\u00fcest Partner a decisive competitive advantage. The automation of the allocation process led to considerable time and cost savings. The most important benefits include:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"dhsv-teaserbox-block dhsv-teaserbox\">\n            <div class=\"content\">\n        \n\n<h3 class=\"wp-block-heading\"><strong><strong>Substantial increase in efficiency<\/strong><\/strong><\/h3>\n\n\n\n<p>Hundreds of image classifications per minute significantly reduce processing time.<\/p>\n\n\n    <\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"dhsv-teaserbox-block dhsv-teaserbox\">\n            <div class=\"content\">\n        \n\n<h3 class=\"wp-block-heading\"><strong><strong>High accuracy<\/strong><\/strong><\/h3>\n\n\n\n<p>Over 80% precision in image classification minimizes errors and increases the quality of the data.<\/p>\n\n\n    <\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"dhsv-teaserbox-block dhsv-teaserbox\">\n            <div class=\"content\">\n        \n\n<h3 class=\"wp-block-heading\"><strong><strong><strong>Seamless integration<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p>ImmoEye is fully integrated into the Visits app, allowing workflows to be optimized without interruption.<\/p>\n\n\n    <\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"dhsv-teaserbox-block dhsv-teaserbox\">\n            <div class=\"content\">\n        \n\n<h3 class=\"wp-block-heading\"><strong><strong><strong>Scalability<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p>The system can handle growing requirements and remains flexible for future adaptations.<\/p>\n\n\n    <\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-h-2-font-size\"><strong><strong>Successful digitization with ImmoEye<\/strong><\/strong><\/p>\n\n\n\n<p>With <strong>ImmoEye<\/strong>, Datahouse and W\u00fcest Partner have created a pioneering solution that simplifies the process of image classification in real estate valuation.<\/p>\n\n\n\n<p>The successful integration of this AI technology into the Visits app shows how innovative drive and technological expertise can be combined to solve specific challenges. ImmoEye stands for efficiency, precision and scalability and sets new standards in digital real estate valuation.<\/p>\n\n\n\n<p>This project is not only a significant step in the digitalization of the industry, but also an impressive example of how artificial intelligence can permanently change everyday working life.<\/p>\n\n\n\n<p class=\"has-h-2-font-size\"><strong><strong><strong><strong>Are you ready for your success story?<\/strong><\/strong><\/strong><\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.datahouse.ch\/en\/contact-us\/\">Contact us<\/a> and find out how we can turn your challenges into opportunities.<\/p>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"grid__wrapper\">\n        <div data-component=\"PostGridBlock\" data-props=\"{&quot;query&quot;:{&quot;postType&quot;:&quot;sucess-stories&quot;,&quot;itemsPerPage&quot;:&quot;3&quot;,&quot;orderBy&quot;:&quot;date&quot;,&quot;order&quot;:&quot;desc&quot;,&quot;postTypeRest&quot;:&quot;sucess-stories&quot;,&quot;taxQuery&quot;:[]},&quot;title&quot;:&quot;Similar Success Stories&quot;,&quot;postsData&quot;:[1615,1620,1622],&quot;align&quot;:&quot;none&quot;,&quot;displayType&quot;:&quot;grid&quot;,&quot;displayInfo&quot;:&quot;tags&quot;,&quot;gridColumns&quot;:3,&quot;selectPosts&quot;:false,&quot;navigation&quot;:{&quot;type&quot;:&quot;none&quot;}}\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>With its precise and automated image allocation, ImmoEye sets new standards in the digitization of the real estate industry. The intuitive solution saves valuable time, reduces manual work and enables efficient work processes.<\/p>\n","protected":false},"author":12,"featured_media":7310,"template":"","sucess-stories-category":[63,62],"class_list":["post-7266","sucess-stories","type-sucess-stories","status-publish","has-post-thumbnail","hentry","sucess-stories-category-real-estate","sucess-stories-category-success-stories"],"acf":[],"image":{"url":"https:\/\/www.datahouse.ch\/wp-content\/uploads\/Success-Story-Featured-Image-ImmoEye-EN.png"},"_links":{"self":[{"href":"https:\/\/www.datahouse.ch\/en\/wp-json\/wp\/v2\/sucess-stories\/7266","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.datahouse.ch\/en\/wp-json\/wp\/v2\/sucess-stories"}],"about":[{"href":"https:\/\/www.datahouse.ch\/en\/wp-json\/wp\/v2\/types\/sucess-stories"}],"author":[{"embeddable":true,"href":"https:\/\/www.datahouse.ch\/en\/wp-json\/wp\/v2\/users\/12"}],"version-history":[{"count":5,"href":"https:\/\/www.datahouse.ch\/en\/wp-json\/wp\/v2\/sucess-stories\/7266\/revisions"}],"predecessor-version":[{"id":8982,"href":"https:\/\/www.datahouse.ch\/en\/wp-json\/wp\/v2\/sucess-stories\/7266\/revisions\/8982"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.datahouse.ch\/en\/wp-json\/wp\/v2\/media\/7310"}],"wp:attachment":[{"href":"https:\/\/www.datahouse.ch\/en\/wp-json\/wp\/v2\/media?parent=7266"}],"wp:term":[{"taxonomy":"sucess-stories-category","embeddable":true,"href":"https:\/\/www.datahouse.ch\/en\/wp-json\/wp\/v2\/sucess-stories-category?post=7266"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}