{"id":5337,"date":"2019-06-10T23:54:15","date_gmt":"2019-06-10T23:54:15","guid":{"rendered":"http:\/\/altingenieria.com.mx\/?page_id=5337"},"modified":"2026-03-17T10:31:09","modified_gmt":"2026-03-17T16:31:09","slug":"vision-artificial","status":"publish","type":"page","link":"https:\/\/altingenieria.mx\/en\/vision-artificial\/","title":{"rendered":"Machine Vision"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div id=\"fws_6a03a35a49597\" class=\"vc_row wpb_row vc_row-fluid  animate_onoffset row-dynamic-el section-style\" style=\"background-image: url(https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/06\/machine-vision-application.jpg); background-position: center center;background-repeat: no-repeat; padding-top: 100px ; padding-bottom: 100px ; \" ><div  style=\"position: absolute;top: 0;\"><\/div><div class=\"bg-overlay\" style=\"background:rgba(0,0,0,0.8 );\"><\/div><div class=\"container  dark\"><div class=\"section_clear\">\n\t<div class=\"vc_col-sm-12 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"vc_custom_heading wpb_content_element\" ><h1 style=\"font-size: 27px;color: #FFFFFF;line-height: 42px;text-align: center\" >Machine Vision Systems for Quality Control: Inspection, Measurement, and Non-Contact Control<\/h1><\/div>\n\t\t\t<\/div> \n\t<\/div> \n<\/div><\/div><\/div><div id=\"fws_6a03a35a4a5f2\" class=\"vc_row wpb_row vc_row-fluid  animate_onoffset row-dynamic-el section-style\" style=\"background-color: #ffffff; \" ><div  style=\"position: absolute;top: 0;\"><\/div><div class=\"container  dark\"><div class=\"section_clear\">\n\t<div class=\"vc_col-sm-12 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"vc_row wpb_row vc_inner vc_row-fluid vc_custom_1560202817978\"><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\t\t<style type=\"text\/css\">\r\n\t\t\r\n\t\t\t\/*== Image Hover == *\/\r\n\t\t\t\t\t\t\r\n\t\t\t\/*== Ribbon ==*\/\r\n\t\t\t\r\n\t\t<\/style>\r\n\t\t\r\n\t\t\t\t\t<div class=\"caw-single-image-wrapper wpb_content_element single-image-1-box caw-single-image-top-left-c\" >\r\n\r\n\t\t\t\t<div class=\"caw-single-image-content\" style=\"\">\r\n\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\r\n\t\t\t\t<div class=\"caw-single-image-image\">\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"440\" src=\"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/05\/vision_slide3.jpg\" class=\"caw-single-image attachment-full\" alt=\"equipo de visi\u00f3n artificial\" \/>\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"caw-single-image-bottom caw-textcenter\">\r\n\t\t\t\t\t<span style=\"\">  <\/span>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t\t\r\n\t\t<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1771961500008\">\n\t\t<div class=\"wpb_wrapper\" >\n\t\t\t<p>We develop machine vision solutions that enable industrial companies to automate inspection processes, improve product quality, and obtain precise non-contact measurements, even in applications where manual inspection is not feasible.<\/p>\n<p>Through the use of specialized cameras, dedicated lighting systems, and advanced image acquisition and processing techniques, detailed information can be obtained from inspected objects to determine characteristics, dimensions, shapes, colors, orientation, and spatial position quickly and consistently.<\/p>\n\n\t\t<\/div> \n\t<\/div> <div class=\"vc_btn3-container vc_btn3-inline vc_do_btn\" ><a style=\"background-color:#376092; color:#FFFFFF;\" class=\"vc_general vc_btn3 vc_btn3-size-md vc_btn3-shape-rounded vc_btn3-style-custom\" href=\"https:\/\/altingenieria.mx\/en\/contacto\/\" title=\"\">Request Technical Consultation<\/a><\/div><\/div><\/div><\/div><\/div>\n\t\t\t<\/div> \n\t<\/div> \n<\/div><\/div><\/div><div id=\"fws_6a03a35a4c959\" class=\"vc_row wpb_row vc_row-fluid  animate_onoffset row-dynamic-el standard_section\" style=\"\" ><div  style=\"position: absolute;top: 0;\"><\/div><div class=\"container  dark\"><div class=\"section_clear\">\n\t<div class=\"vc_col-sm-12 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"vc_row wpb_row vc_inner vc_row-fluid vc_custom_1771623739721 vc_row-o-content-middle vc_row-flex\"><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1771961642336\">\n\t\t<div class=\"wpb_wrapper\" >\n\t\t\t<h2>What Do Our Machine Vision Solutions Include?<\/h2>\n<p><span style=\"font-weight: 400;\">We integrate <\/span><b>complete machine vision systems<\/b><span style=\"font-weight: 400;\"> for industrial applications such as:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automated defect detection in products<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Object analysis and classification<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Metrology and dimensional control<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Code reading and traceability<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Inspection process automation<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">These solutions help reduce human error, increase inspection speed, and ensure product quality in demanding production environments.<\/span><\/p>\n\n\t\t<\/div> \n\t<\/div> <div class=\"vc_btn3-container vc_btn3-inline vc_do_btn\" ><a style=\"background-color:#376092; color:#FFFFFF;\" class=\"vc_general vc_btn3 vc_btn3-size-md vc_btn3-shape-rounded vc_btn3-style-custom\" href=\"https:\/\/altingenieria.mx\/en\/contacto\/\" title=\"\">Contact Us<\/a><\/div><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\t\t<style type=\"text\/css\">\r\n\t\t\r\n\t\t\t\/*== Image Hover == *\/\r\n\t\t\t\t\t\t\r\n\t\t\t\/*== Ribbon ==*\/\r\n\t\t\t\r\n\t\t<\/style>\r\n\t\t\r\n\t\t\t\t\t<div class=\"caw-single-image-wrapper wpb_content_element single-image-2-box caw-single-image-top-left-c\" >\r\n\r\n\t\t\t\t<div class=\"caw-single-image-content\" style=\"\">\r\n\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\r\n\t\t\t\t<div class=\"caw-single-image-image\">\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"440\" src=\"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/05\/vision_slide2.jpg\" class=\"caw-single-image attachment-full\" alt=\"c\u00e1mara visi\u00f3n artificial\" \/>\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"caw-single-image-bottom caw-textcenter\">\r\n\t\t\t\t\t<span style=\"\">  <\/span>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t\t\r\n\t\t<\/div><\/div><\/div><\/div>\n\t\t\t<\/div> \n\t<\/div> \n<\/div><\/div><\/div><div id=\"fws_6a03a35a521e6\" class=\"vc_row wpb_row vc_row-fluid  animate_onoffset row-dynamic-el section-style\" style=\"background-color: #0b131d; padding-top: 35px ; padding-bottom: 30px ; color: #ffffff; \" ><div  style=\"position: absolute;top: 0;\"><\/div><div class=\"container  custom\"><div class=\"section_clear\">\n\t<div class=\"vc_col-sm-12 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"vc_custom_heading wpb_content_element\" ><h2 style=\"color: #FFFFFF;text-align: center\" >Key Benefits of Our Machine Vision Services<\/h2><\/div>\n\t\t\t<\/div> \n\t<\/div> \n\n\t<div class=\"vc_col-sm-3 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"services_medium style_1 wpb_content_element\"><img decoding=\"async\" src=\"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/07\/150X150-inspecci\u00f3n.png\" alt=\"Services Image\" \/><h4><a href=\"#\"><\/a><\/h4><p><\/p>\n<h5 style=\"text-align: center;\"><span style=\"color: #ffffff; font-size: 12pt;\"><strong>Automated inspection<\/strong><\/span><\/h5>\n<p><span style=\"color: #ffffff;\">Analysis of defects and characteristics of parts in the manufacturing process without physical contact<\/span><\/p><\/div>\n\t\t\t<\/div> \n\t<\/div> \n\n\t<div class=\"vc_col-sm-3 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"services_medium style_1 wpb_content_element\"><img decoding=\"async\" src=\"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/07\/150X150-servicio-integral-1.png\" alt=\"Services Image\" \/><h4><a href=\"#\"><\/a><\/h4><p><\/p>\n<h5 style=\"text-align: center;\"><span style=\"color: #ffffff; font-size: 12pt;\"><strong>Quality improvement<\/strong><\/span><\/h5>\n<p><span style=\"color: #ffffff;\">Control of process variability and product defects.<\/span><\/p><\/div>\n\t\t\t<\/div> \n\t<\/div> \n\n\t<div class=\"vc_col-sm-3 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"services_medium style_1 wpb_content_element\"><img decoding=\"async\" src=\"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/07\/150X150-serv-integral-vision.png\" alt=\"Services Image\" \/><h4><a href=\"#\"><\/a><\/h4><p><\/p>\n<h5 style=\"text-align: center;\"><span style=\"color: #ffffff; font-size: 12pt;\"><strong>Integral Service<\/strong><\/span><\/h5>\n<p><span style=\"color: #ffffff;\">We take care of the design, installation and start up.<\/span><\/p><\/div>\n\t\t\t<\/div> \n\t<\/div> \n\n\t<div class=\"vc_col-sm-3 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"services_medium style_1 wpb_content_element\"><img decoding=\"async\" src=\"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/07\/150X150-personalizable.png\" alt=\"Services Image\" \/><h4><a href=\"#\"><\/a><\/h4><p><\/p>\n<h5 style=\"text-align: center;\"><span style=\"color: #ffffff; font-size: 12pt;\"><strong>Custom<\/strong><\/span><\/h5>\n<p><span style=\"color: #ffffff;\">We adhere faithfully to the needs and requirements of the client, advising in detail of the possible solutions.<\/span><\/p><\/div>\n\t\t\t<\/div> \n\t<\/div> \n<\/div><\/div><\/div><div id=\"fws_6a03a35a5533a\" class=\"vc_row wpb_row vc_row-fluid  animate_onoffset row-dynamic-el section-style   vc_hidden-lg vc_hidden-xs vc_hidden-sm vc_hidden-md\" style=\"background-color: #EDF1F6; padding-top: 40px ; padding-bottom: 0px ; \" ><div  style=\"position: absolute;top: 0;\"><\/div><div class=\"container  dark\"><div class=\"section_clear\">\n\t<div class=\"vc_col-sm-12 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"vc_custom_heading vc_custom_1771961843478 wpb_content_element\" ><h2 style=\"font-size: 24px;color: #000000;text-align: center\" >T\u00e9cnicas de visi\u00f3n artificial seg\u00fan la aplicaci\u00f3n<\/h2><\/div>\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\" >\n\t\t\t<p><span style=\"font-weight: 400;\">En visi\u00f3n artificial no existe una \u00fanica soluci\u00f3n. La t\u00e9cnica a utilizar depende del tipo de inspecci\u00f3n, el nivel de precisi\u00f3n requerido, las condiciones del entorno y las caracter\u00edsticas del producto. En ALT Ingenier\u00eda seleccionamos e integramos la t\u00e9cnica m\u00e1s adecuada para cada aplicaci\u00f3n industrial:<\/span><\/p>\n\n\t\t<\/div> \n\t<\/div> \n\t<div class=\"wpb_raw_code wpb_raw_html wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<section class=\"services\">\r\n  <div class=\"services__grid\">\r\n\r\n    <article class=\"card\">\r\n      <h3>Visi\u00f3n artificial 2D (espectro visible)<\/h3>\r\n      <p>\r\n        La visi\u00f3n artificial 2D en espectro visible se basa en la obtenci\u00f3n de im\u00e1genes planas del objeto, pieza o superficie a inspeccionar, utilizando c\u00e1maras industriales e iluminaci\u00f3n controlada.\r\n      <\/p>\r\n      <p>\r\n        Esta t\u00e9cnica permite, entre otras aplicaciones:\r\n      <\/p>\r\n      <p>\r\n        Detectar la presencia o ausencia de caracter\u00edsticas<br>\r\n        Realizar mediciones dimensionales totales o parciales<br>\r\n        Identificar imperfecciones, roturas, abolladuras e impurezas<br>\r\n        Analizar texturas y acabados superficiales<br>\r\n        Inspeccionar soldaduras<br>\r\n        Leer etiquetas, c\u00f3digos de barras y c\u00f3digos 2D\r\n      <\/p>\r\n      <p>\r\n        Es una de las t\u00e9cnicas m\u00e1s utilizadas en procesos de inspecci\u00f3n en l\u00ednea y control de calidad.\r\n      <\/p>\r\n    <\/article>\r\n\r\n    <article class=\"card\">\r\n      <h3>Visi\u00f3n artificial infrarroja<\/h3>\r\n      <p>\r\n        La visi\u00f3n infrarroja utiliza los mismos principios de adquisici\u00f3n y an\u00e1lisis de imagen que la visi\u00f3n visible, con la diferencia de que cada p\u00edxel representa una temperatura, en lugar de un color o nivel de intensidad.\r\n      <\/p>\r\n      <p>\r\n        Esta t\u00e9cnica es ideal para:\r\n      <\/p>\r\n      <p>\r\n        Detecci\u00f3n de anomal\u00edas t\u00e9rmicas<br>\r\n        An\u00e1lisis de distribuci\u00f3n de calor<br>\r\n        Inspecci\u00f3n de procesos donde la temperatura es una variable cr\u00edtica\r\n      <\/p>\r\n    <\/article>\r\n\r\n    <article class=\"card\">\r\n      <h3>Visi\u00f3n artificial 3D<\/h3>\r\n      <p>\r\n        La visi\u00f3n artificial 3D permite obtener informaci\u00f3n tridimensional del objeto inspeccionado.\r\n      <\/p>\r\n      <p>\r\n        Integramos sensores 3D que combinan c\u00e1mara y l\u00e1ser en un solo dispositivo, mediante t\u00e9cnicas de triangulaci\u00f3n 3D, lo que reduce el tiempo y la complejidad del desarrollo del sistema completo. Con esta tecnolog\u00eda se genera una nube de puntos 3D del objeto, que al ser procesada permite:\r\n      <\/p>\r\n      <p>\r\n        Detectar defectos geom\u00e9tricos<br>\r\n        Realizar an\u00e1lisis dimensional avanzados<br>\r\n        Inspeccionar formas y vol\u00famenes complejos\r\n      <\/p>\r\n    <\/article>\r\n\r\n  <\/div>\r\n<\/section>\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_raw_code wpb_raw_html wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<style>\r\n  :root{\r\n    --accent:#376092;\r\n    --card:#ffffff;\r\n    --text:#0b1220;\r\n    --muted:#475569;\r\n    --ring: rgba(55,96,146,.22);\r\n  }\r\n\r\n  .services{\r\n    padding: clamp(30px, 4vw, 0px);\r\n    font-family: system-ui, -apple-system, Segoe UI, Roboto, Arial, sans-serif;\r\n    color: var(--text);\r\n  }\r\n\r\n  .services__header{\r\n    max-width: 1200px;\r\n    margin: 0 auto 40px;\r\n  }\r\n\r\n  .services__header h2{\r\n    margin: 0;\r\n    font-size: clamp(24px, 2.5vw, 34px);\r\n    line-height: 1.15;\r\n    color: var(--accent);\r\n  }\r\n\r\n  .services__grid{\r\n    max-width: 1200px;\r\n    margin: 0 auto;\r\n    display: grid;\r\n    grid-template-columns: repeat(12, 1fr);\r\n    gap: 28px; \/* \ud83d\udc48 M\u00e1s espacio entre cards *\/\r\n  }\r\n\r\n  .card{\r\n    grid-column: span 12;\r\n    background: var(--card);\r\n    border: 1px solid rgba(15, 23, 42, .08);\r\n    border-left: 6px solid var(--accent);\r\n    border-radius: 14px;\r\n    padding: 22px;\r\n    box-shadow: 0 12px 28px rgba(2,6,23,.06);\r\n    display: flex;\r\n    flex-direction: column;\r\n    min-height: 210px;\r\n    transition: transform .2s ease, box-shadow .2s ease;\r\n  }\r\n\r\n  .card h3{\r\n    margin: 0 0 12px;\r\n    font-size: 17px;\r\n    line-height: 1.3;\r\n    color: var(--accent);\r\n  }\r\n\r\n  .card p{\r\n    margin: 0;\r\n    color: var(--muted);\r\n    line-height: 1.5;\r\n    font-size: 14.5px;\r\n  }\r\n\r\n  @media (min-width: 700px){\r\n    .card{ grid-column: span 6; }\r\n  }\r\n\r\n  @media (min-width: 1024px){\r\n    .card{ grid-column: span 4; }\r\n  }\r\n\r\n  .card:hover{\r\n    transform: translateY(-4px);\r\n    box-shadow: 0 18px 40px rgba(2,6,23,.10);\r\n  }\r\n<\/style>\n\t\t<\/div>\n\t<\/div>\n<div class=\"vc_btn3-container vc_btn3-center vc_do_btn\" ><a style=\"background-color:#376092; color:#FFFFFF;\" class=\"vc_general vc_btn3 vc_btn3-size-md vc_btn3-shape-rounded vc_btn3-style-custom\" href=\"https:\/\/altingenieria.mx\/en\/contacto\/\" title=\"\">Conoce la t\u00e9cnica adecuada para tu proceso<\/a><\/div>\n\t\t\t<\/div> \n\t<\/div> \n<\/div><\/div><\/div><div id=\"fws_6a03a35a5661c\" class=\"vc_row wpb_row vc_row-fluid  animate_onoffset row-dynamic-el section-style\" style=\"background-color: #ffffff; \" ><div  style=\"position: absolute;top: 0;\"><\/div><div class=\"container  dark\"><div class=\"section_clear\">\n\t<div class=\"vc_col-sm-12 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"vc_row wpb_row vc_inner vc_row-fluid vc_custom_1560202817978\"><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n<div class=\"vc_grid-container-wrapper vc_clearfix vc_grid-animation-zoomIn\">\n\t<div class=\"vc_grid-container vc_clearfix wpb_content_element vc_masonry_media_grid\" data-initial-loading-animation=\"zoomIn\" data-vc-grid-settings=\"{&quot;page_id&quot;:5337,&quot;style&quot;:&quot;all-masonry&quot;,&quot;action&quot;:&quot;vc_get_vc_grid_data&quot;,&quot;shortcode_id&quot;:&quot;1773762210722-e7201f2cf3e88509b3bb2cad95b35c65-10&quot;,&quot;tag&quot;:&quot;vc_masonry_media_grid&quot;}\" data-vc-request=\"https:\/\/altingenieria.mx\/wp-admin\/admin-ajax.php\" data-vc-post-id=\"5337\" data-vc-public-nonce=\"4dd8c46bbf\">\n\t\t\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1771962948610\">\n\t\t<div class=\"wpb_wrapper\" >\n\t\t\t<h2>Aplication sectors<\/h2>\n<p><span style=\"font-weight: 400;\">Our machine vision systems can be applied to <\/span><b>any process that requires automated visual inspection,<\/b><span style=\"font-weight: 400;\">includding:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Electronics<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automotive<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pharmacist<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agricultural<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Building<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Railway<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Paper<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Food industry<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Drinks<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Aeronautical<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Graphic Arts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Plastic<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Textil<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Wood and cork<\/span><\/li>\n<\/ul>\n\n\t\t<\/div> \n\t<\/div> <\/div><\/div><\/div><\/div>\n\t\t\t<\/div> \n\t<\/div> \n<\/div><\/div><\/div><div id=\"fws_6a03a35a585b5\" class=\"vc_row wpb_row vc_row-fluid  animate_onoffset row-dynamic-el standard_section\" style=\"padding-top: 50px ; padding-bottom: 50px ; \" ><div  style=\"position: absolute;top: 0;\"><\/div><div class=\"container  dark\"><div class=\"section_clear\">\n\t<div class=\"vc_col-sm-12 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"vc_custom_heading wpb_content_element\" ><h2 style=\"font-size: 25px;color: #000000;text-align: center\" >Use Cases<\/h2><\/div>\n\t\t\t<\/div> \n\t<\/div> \n\n\t<div class=\"vc_col-sm-4 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\t\t<style type=\"text\/css\">\r\n\t\t\r\n\t\t\t\/*== Image Hover == *\/\r\n\t\t\t\t\t\t\r\n\t\t\t\/*== Ribbon ==*\/\r\n\t\t\t\r\n\t\t<\/style>\r\n\t\t\r\n\t\t\t\t\t<div class=\"caw-single-image-wrapper wpb_content_element single-image-3-box caw-single-image-content-center\" >\r\n\r\n\t\t\t\t<div class=\"caw-single-image-content\" style=\"\">\r\n\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\r\n\t\t\t\t<div class=\"caw-single-image-image\">\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" class=\"caw-single-image\" src=\"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/07\/705X530-P19022-PROYECTO-PORTADA--346x346.png\" width=\"346\" height=\"346\" alt=\"705X530-P19022-PROYECTO-PORTADA-\" title=\"705X530-P19022-PROYECTO-PORTADA-\" \/>\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"caw-single-image-bottom caw-textcenter\">\r\n\t\t\t\t\t<span style=\"\">  <\/span>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t\t\r\n\t\t\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\" >\n\t\t\t<p style=\"text-align: center;\">Automatic inspection of door panels<\/p>\n\n\t\t<\/div> \n\t<\/div> <div class=\"vc_btn3-container vc_btn3-center vc_do_btn\" ><a style=\"background-color:#376092; color:#FFFFFF;\" class=\"vc_general vc_btn3 vc_btn3-size-md vc_btn3-shape-rounded vc_btn3-style-custom\" href=\"https:\/\/altingenieria.mx\/en\/19022-2\/\" title=\"\">View More<\/a><\/div>\n\t\t\t<\/div> \n\t<\/div> \n\n\t<div class=\"vc_col-sm-4 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\t\t<style type=\"text\/css\">\r\n\t\t\r\n\t\t\t\/*== Image Hover == *\/\r\n\t\t\t\t\t\t\r\n\t\t\t\/*== Ribbon ==*\/\r\n\t\t\t\r\n\t\t<\/style>\r\n\t\t\r\n\t\t\t\t\t<div class=\"caw-single-image-wrapper wpb_content_element single-image-4-box caw-single-image-content-center\" >\r\n\r\n\t\t\t\t<div class=\"caw-single-image-content\" style=\"\">\r\n\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\r\n\t\t\t\t<div class=\"caw-single-image-image\">\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" class=\"caw-single-image\" src=\"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/07\/Pepinos-346x346.png\" width=\"346\" height=\"346\" alt=\"Pepinos\" title=\"Pepinos\" \/>\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"caw-single-image-bottom caw-textcenter\">\r\n\t\t\t\t\t<span style=\"\">  <\/span>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t\t\r\n\t\t\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\" >\n\t\t\t<p style=\"text-align: center;\">Automatic inspection for cucumber quality<\/p>\n\n\t\t<\/div> \n\t<\/div> <div class=\"vc_btn3-container vc_btn3-center vc_do_btn\" ><a style=\"background-color:#376092; color:#FFFFFF;\" class=\"vc_general vc_btn3 vc_btn3-size-md vc_btn3-shape-rounded vc_btn3-style-custom\" href=\"https:\/\/altingenieria.mx\/en\/18018-2\/\" title=\"\">View More<\/a><\/div>\n\t\t\t<\/div> \n\t<\/div> \n<\/div><\/div><\/div><div id=\"fws_6a03a35a5af8c\" class=\"vc_row wpb_row vc_row-fluid  animate_onoffset row-dynamic-el standard_section\" style=\"background-color: #376092; padding-top: 100px ; padding-bottom: 100px ; \" ><div  style=\"position: absolute;top: 0;\"><\/div><div class=\"container  dark\"><div class=\"section_clear\">\n\t<div class=\"vc_col-sm-12 wpb_column column_container\" style=\"\" data-animation=\"none\" data-delay=\"\">\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\" style=\"color:#FFFFFF;\">\n\t\t\t<h2 style=\"text-align: center;\"><span style=\"color: #ffffff;\"><b>\u00a0Need to automate inspection or improve quality control?<\/b><\/span><\/h2>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400; color: #ffffff;\">At ALT Ingenier\u00eda, we help you define and implement the machine vision solution best suited to your production process.<\/span><\/p>\n\n\t\t<\/div> \n\t<\/div> <div class=\"vc_btn3-container vc_btn3-center vc_do_btn\" ><a style=\"background-color:#FFFFFF; color:#000000;\" class=\"vc_general vc_btn3 vc_btn3-size-md vc_btn3-shape-rounded vc_btn3-style-custom\" href=\"https:\/\/altingenieria.mx\/en\/contacto\/\" title=\"\">Contact Us<\/a><\/div>\n\t<div class=\"wpb_raw_code wpb_raw_html wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Service\",\n  \"@id\": \"https:\/\/altingenieria.mx\/vision-artificial\/#service\",\n  \"name\": \"Sistemas de visi\u00f3n artificial industrial\",\n  \"description\": \"Servicio de desarrollo e integraci\u00f3n de sistemas de visi\u00f3n artificial para inspecci\u00f3n de calidad, detecci\u00f3n de defectos, lectura de c\u00f3digos y automatizaci\u00f3n de procesos industriales.\",\n  \"url\": \"https:\/\/altingenieria.mx\/vision-artificial\/\",\n  \"areaServed\": {\n    \"@type\": \"Country\",\n    \"name\": \"M\u00e9xico\"\n  },\n  \"provider\": {\n    \"@type\": \"LocalBusiness\",\n    \"name\": \"ALT Ingenier\u00eda\",\n    \"url\": \"https:\/\/altingenieria.mx\/\"\n  },\n  \"serviceType\": \"Visi\u00f3n artificial industrial\",\n  \"category\": \"Servicios de ingenier\u00eda industrial\"\n}\n<\/script>\n\t\t<\/div>\n\t<\/div>\n\n\t\t\t<\/div> \n\t<\/div> \n<\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"Sistema de visi\u00f3n artificial para el control de calidad: inspecci\u00f3n, medici\u00f3n y control sin contacto Desarrollamos soluciones de visi\u00f3n artificial que permiten a las empresas industriales automatizar la inspecci\u00f3n, mejorar la calidad del producto y obtener mediciones precisas sin contacto f\u00edsico, incluso en procesos donde la inspecci\u00f3n manual no es viable. Mediante el uso de [...]","protected":false},"author":1,"featured_media":6326,"parent":0,"menu_order":47,"comment_status":"open","ping_status":"closed","template":"","meta":{"_joinchat":[],"footnotes":""},"class_list":["post-5337","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Sistema de visi\u00f3n artificial para control de calidad<\/title>\n<meta name=\"description\" content=\"Conoce nuestro sistema de visi\u00f3n artificial para el control de calidad, con detecci\u00f3n autom\u00e1tica de defectos, medici\u00f3n sin contacto y monitoreo en procesos industriales.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/altingenieria.mx\/en\/vision-artificial\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sistema de visi\u00f3n artificial para control de calidad\" \/>\n<meta property=\"og:description\" content=\"Conoce nuestro sistema de visi\u00f3n artificial para el control de calidad, con detecci\u00f3n autom\u00e1tica de defectos, medici\u00f3n sin contacto y monitoreo en procesos industriales.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/altingenieria.mx\/en\/vision-artificial\/\" \/>\n<meta property=\"og:site_name\" content=\"ALT Ingenier\u00eda\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-17T16:31:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/06\/VS0317-FT4-Machine_Vision-p2-Linescan.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"550\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/vision-artificial\\\/\",\"url\":\"https:\\\/\\\/altingenieria.mx\\\/vision-artificial\\\/\",\"name\":\"Sistema de visi\u00f3n artificial para control de calidad\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/vision-artificial\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/vision-artificial\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/altingenieria.mx\\\/wp-content\\\/uploads\\\/2019\\\/06\\\/VS0317-FT4-Machine_Vision-p2-Linescan.jpg\",\"datePublished\":\"2019-06-10T23:54:15+00:00\",\"dateModified\":\"2026-03-17T16:31:09+00:00\",\"description\":\"Conoce nuestro sistema de visi\u00f3n artificial para el control de calidad, con detecci\u00f3n autom\u00e1tica de defectos, medici\u00f3n sin contacto y monitoreo en procesos industriales.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/vision-artificial\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/altingenieria.mx\\\/vision-artificial\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/vision-artificial\\\/#primaryimage\",\"url\":\"https:\\\/\\\/altingenieria.mx\\\/wp-content\\\/uploads\\\/2019\\\/06\\\/VS0317-FT4-Machine_Vision-p2-Linescan.jpg\",\"contentUrl\":\"https:\\\/\\\/altingenieria.mx\\\/wp-content\\\/uploads\\\/2019\\\/06\\\/VS0317-FT4-Machine_Vision-p2-Linescan.jpg\",\"width\":900,\"height\":550},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/vision-artificial\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/altingenieria.mx\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Visi\u00f3n Artificial\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/#website\",\"url\":\"https:\\\/\\\/altingenieria.mx\\\/\",\"name\":\"ALT Ingenier\u00eda\",\"description\":\"Ingenier\u00eda a la medida\",\"publisher\":{\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/altingenieria.mx\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/#organization\",\"name\":\"ALT Ingenier\u00eda\",\"url\":\"https:\\\/\\\/altingenieria.mx\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/altingenieria.mx\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/logo-alt-azul.png\",\"contentUrl\":\"https:\\\/\\\/altingenieria.mx\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/logo-alt-azul.png\",\"width\":367,\"height\":284,\"caption\":\"ALT Ingenier\u00eda\"},\"image\":{\"@id\":\"https:\\\/\\\/altingenieria.mx\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/altingenieria\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Sistema de visi\u00f3n artificial para control de calidad","description":"Conoce nuestro sistema de visi\u00f3n artificial para el control de calidad, con detecci\u00f3n autom\u00e1tica de defectos, medici\u00f3n sin contacto y monitoreo en procesos industriales.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/altingenieria.mx\/en\/vision-artificial\/","og_locale":"en_US","og_type":"article","og_title":"Sistema de visi\u00f3n artificial para control de calidad","og_description":"Conoce nuestro sistema de visi\u00f3n artificial para el control de calidad, con detecci\u00f3n autom\u00e1tica de defectos, medici\u00f3n sin contacto y monitoreo en procesos industriales.","og_url":"https:\/\/altingenieria.mx\/en\/vision-artificial\/","og_site_name":"ALT Ingenier\u00eda","article_modified_time":"2026-03-17T16:31:09+00:00","og_image":[{"width":900,"height":550,"url":"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/06\/VS0317-FT4-Machine_Vision-p2-Linescan.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/altingenieria.mx\/vision-artificial\/","url":"https:\/\/altingenieria.mx\/vision-artificial\/","name":"Sistema de visi\u00f3n artificial para control de calidad","isPartOf":{"@id":"https:\/\/altingenieria.mx\/#website"},"primaryImageOfPage":{"@id":"https:\/\/altingenieria.mx\/vision-artificial\/#primaryimage"},"image":{"@id":"https:\/\/altingenieria.mx\/vision-artificial\/#primaryimage"},"thumbnailUrl":"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/06\/VS0317-FT4-Machine_Vision-p2-Linescan.jpg","datePublished":"2019-06-10T23:54:15+00:00","dateModified":"2026-03-17T16:31:09+00:00","description":"Conoce nuestro sistema de visi\u00f3n artificial para el control de calidad, con detecci\u00f3n autom\u00e1tica de defectos, medici\u00f3n sin contacto y monitoreo en procesos industriales.","breadcrumb":{"@id":"https:\/\/altingenieria.mx\/vision-artificial\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/altingenieria.mx\/vision-artificial\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/altingenieria.mx\/vision-artificial\/#primaryimage","url":"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/06\/VS0317-FT4-Machine_Vision-p2-Linescan.jpg","contentUrl":"https:\/\/altingenieria.mx\/wp-content\/uploads\/2019\/06\/VS0317-FT4-Machine_Vision-p2-Linescan.jpg","width":900,"height":550},{"@type":"BreadcrumbList","@id":"https:\/\/altingenieria.mx\/vision-artificial\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/altingenieria.mx\/"},{"@type":"ListItem","position":2,"name":"Visi\u00f3n Artificial"}]},{"@type":"WebSite","@id":"https:\/\/altingenieria.mx\/#website","url":"https:\/\/altingenieria.mx\/","name":"ALT Ingenier\u00eda","description":"Custom Engineering","publisher":{"@id":"https:\/\/altingenieria.mx\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/altingenieria.mx\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/altingenieria.mx\/#organization","name":"ALT Ingenier\u00eda","url":"https:\/\/altingenieria.mx\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/altingenieria.mx\/#\/schema\/logo\/image\/","url":"https:\/\/altingenieria.mx\/wp-content\/uploads\/2025\/12\/logo-alt-azul.png","contentUrl":"https:\/\/altingenieria.mx\/wp-content\/uploads\/2025\/12\/logo-alt-azul.png","width":367,"height":284,"caption":"ALT Ingenier\u00eda"},"image":{"@id":"https:\/\/altingenieria.mx\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/altingenieria\/"]}]}},"_links":{"self":[{"href":"https:\/\/altingenieria.mx\/en\/wp-json\/wp\/v2\/pages\/5337","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/altingenieria.mx\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/altingenieria.mx\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/altingenieria.mx\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/altingenieria.mx\/en\/wp-json\/wp\/v2\/comments?post=5337"}],"version-history":[{"count":7,"href":"https:\/\/altingenieria.mx\/en\/wp-json\/wp\/v2\/pages\/5337\/revisions"}],"predecessor-version":[{"id":11641,"href":"https:\/\/altingenieria.mx\/en\/wp-json\/wp\/v2\/pages\/5337\/revisions\/11641"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/altingenieria.mx\/en\/wp-json\/wp\/v2\/media\/6326"}],"wp:attachment":[{"href":"https:\/\/altingenieria.mx\/en\/wp-json\/wp\/v2\/media?parent=5337"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}