{"id":17438,"date":"2025-02-19T16:52:51","date_gmt":"2025-02-19T15:52:51","guid":{"rendered":"https:\/\/immune.institute\/?post_type=proyecto&#038;p=17438"},"modified":"2025-10-07T10:53:52","modified_gmt":"2025-10-07T08:53:52","slug":"plazas-parking-computer-vision","status":"publish","type":"proyectos","link":"https:\/\/immune.institute\/en\/proyectos\/plazas-parking-computer-vision\/","title":{"rendered":"Detection and control of parking spaces by means of Computer Vision"},"content":{"rendered":"<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-f72ede8d wp-block-columns-is-layout-flex\" style=\"margin-top:0;margin-bottom:0\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Finding a free space to park your car in a big city is often difficult, but this task is made much easier with parking space detection and monitoring. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With a real-time implementation using Computer Vision, it is easy to identify not only whether there are free spaces in a car park, but also which spaces are unoccupied.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"card card-light wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-1-color\">Carried out by<\/mark><\/strong> <a href=\"https:\/\/www.linkedin.com\/in\/jorgealbertmora-ingeniero-desarrollo-de-software\/\" target=\"_blank\" rel=\"noreferrer noopener\">Jorge Albert Mora<\/a><\/p>\n\n\n\n<p class=\"card card-light wp-block-paragraph\"><strong>Qualification<\/strong> <a href=\"https:\/\/immune.institute\/en\/programas\/grado-en-ingenieria-de-desarrollo-de-software\/\" target=\"_blank\" rel=\"noreferrer noopener\">Bachelor of Engineering in Software Development<\/a><\/p>\n\n\n\n<p class=\"card card-light wp-block-paragraph\"><strong>Technologies<\/strong> Computer Vision | Artificial Intelligence (AI) | Machine Learning | Convolutional Neural Networks (CNNs)<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--50);margin-bottom:var(--wp--preset--spacing--50)\">\n<p class=\"wp-block-paragraph\">This project implements an Artificial Intelligence (AI)-based system that analyses images and videos of car parks to identify free and occupied parking spaces in real time. The system is able to generate accurate and clear visual results about the status of the car park.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>High accuracy<\/strong>Precise identification of free and occupied places, even in complex scenarios.<\/li>\n\n\n\n<li><strong>Optimised speed<\/strong>: Fast processing, suitable for real-time implementations.<\/li>\n\n\n\n<li><strong>Scalability<\/strong>Ready to adapt to different types of car parks (aerial views, fixed cameras, etc.).<\/li>\n<\/ul>\n<\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"IMMUNE Project: Detection and control of parking spaces\" width=\"500\" height=\"375\" src=\"https:\/\/www.youtube.com\/embed\/sZf1LTpmFdY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--50);margin-bottom:var(--wp--preset--spacing--50)\">\n<h2 class=\"wp-block-heading\">Real-world applications <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This technology has the potential to revolutionise parking management, offering:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Improved user experience by reducing the time it takes to search for available spaces.<\/li>\n\n\n\n<li>Optimisation of resource management for car park operators.<\/li>\n\n\n\n<li>Integration with smart systems for more connected and efficient cities.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-full has-custom-border is-style-rounded\"><img decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/2025\/02\/P1350356.MP4.22_43_39_27.Imagen-fija001.png\" alt=\"\" class=\"wp-image-17486\" style=\"border-radius:8px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/2025\/02\/P1350356.MP4.22_43_39_27.Imagen-fija001.png 1920w, https:\/\/immune.institute\/wp-content\/uploads\/2025\/02\/P1350356.MP4.22_43_39_27.Imagen-fija001-256x144.png 256w, https:\/\/immune.institute\/wp-content\/uploads\/2025\/02\/P1350356.MP4.22_43_39_27.Imagen-fija001-512x288.png 512w, https:\/\/immune.institute\/wp-content\/uploads\/2025\/02\/P1350356.MP4.22_43_39_27.Imagen-fija001-768x432.png 768w, https:\/\/immune.institute\/wp-content\/uploads\/2025\/02\/P1350356.MP4.22_43_39_27.Imagen-fija001-1024x576.png 1024w, https:\/\/immune.institute\/wp-content\/uploads\/2025\/02\/P1350356.MP4.22_43_39_27.Imagen-fija001-1536x864.png 1536w, https:\/\/immune.institute\/wp-content\/uploads\/2025\/02\/P1350356.MP4.22_43_39_27.Imagen-fija001-18x10.png 18w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-461897f4 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>An Artificial Intelligence solution for real-time detection and control of parking spaces, with high accuracy, optimised speed and scalability, applicable to different types of car parks to improve user experience and resource management.<\/p>","protected":false},"featured_media":17679,"menu_order":0,"template":"","area":[241],"class_list":["post-17438","proyectos","type-proyectos","status-publish","has-post-thumbnail","hentry","area-data"],"acf":[],"_links":{"self":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/proyectos\/17438","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/proyectos"}],"about":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/types\/proyectos"}],"version-history":[{"count":0,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/proyectos\/17438\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media\/17679"}],"wp:attachment":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media?parent=17438"}],"wp:term":[{"taxonomy":"area","embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/area?post=17438"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}