{"id":10,"date":"2026-09-09T11:39:30","date_gmt":"2026-09-09T09:39:30","guid":{"rendered":"https:\/\/matvision.eu\/?page_id=10"},"modified":"2026-10-15T13:52:48","modified_gmt":"2026-10-15T11:52:48","slug":"insurance","status":"publish","type":"page","link":"https:\/\/matvision.instawp.site\/fr\/","title":{"rendered":"Acceuil"},"content":{"rendered":"<div class=\"wp-block-group mv-hero\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-hero-copy\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"mv-eyebrow wp-block-paragraph\">Plusieurs capteurs. Plusieurs fractions.<\/p>\n\n\n<h1 class=\"wp-block-heading\">Des mati\u00e8res complexes.<br><mark>Plus de valeur<\/mark><br>en un seul passage.<\/h1>\n\n\n<p class=\"wp-block-paragraph\">Nous venons apr\u00e8s le broyeur, l\u2019overband, le courant de Foucault et le trieur optique, sur le flux r\u00e9siduel qu\u2019ils ne savent plus s\u00e9parer. Capteurs, IA et robots identifient chaque pi\u00e8ce et la placent dans la sortie o\u00f9 elle vaut le plus.<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/calendly.com\/matvision\/30min\">R\u00e9server un appel de 30 min<\/a><\/div>\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/matvision.instawp.site\/fr\/contact\/?request=performance-study\">Demander une \u00e9tude de performance<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<figure class=\"wp-block-video mv-hero-image mv-ambient-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls loop muted playsinline preload=\"metadata\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/04\/pickit_fast2-1.mp4\"><\/video><\/figure>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group mv-proof\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"wp-block-paragraph\">De la recherche \u00e0 la ligne de recyclage<\/p>\n\n\n<p class=\"wp-block-paragraph\">Issu des recherches du laboratoire GeMMe, Universit\u00e9 de Li\u00e8ge<\/p>\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/matvision.instawp.site\/fr\/about-us\/\">D\u00e9couvrir Matvision \u2197<\/a><\/p>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group mv-section mv-grid-bg mv-reveal\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"mv-eyebrow wp-block-paragraph\">Produits<\/p>\n\n\n<h2 class=\"wp-block-heading\">Le conna\u00eetre, le nettoyer, <mark>ou le s\u00e9parer.<\/mark><\/h2>\n\n\n<p class=\"wp-block-paragraph\">Am\u00e9liorer une s\u00e9paration existante ou r\u00e9cup\u00e9rer une fraction difficile \u00e0 identifier. La configuration part de la mati\u00e8re et de la fraction que vous souhaitez obtenir. <a class=\"mv-text-link\" href=\"https:\/\/matvision.instawp.site\/fr\/technology\/\">Comment la technologie fonctionne \u2197<\/a> <a class=\"mv-text-link\" href=\"https:\/\/www.youtube.com\/watch?v=aLgV-6m9Vo0\" target=\"_blank\" rel=\"noreferrer noopener\">Voir la vid\u00e9o de 50 secondes \u2197<\/a><\/p>\n\n\n<div class=\"wp-block-group mv-products\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-product-card\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><a class=\"mv-mini\" data-mv-mini=\"sense\" 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https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee-1152x1536.webp 1152w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee-9x12.webp 9w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee-488x650.webp 488w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee.webp 1200w\" sizes=\"(max-width: 768px) 100vw, 768px\"><img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee-768x1024.jpg\" alt=\"A heap of shredded ferrous scrap\" class=\"wp-image-1739\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee-768x1024.jpg 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee-225x300.jpg 225w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee-1152x1536.jpg 1152w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee-9x12.jpg 9w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee-488x650.jpg 488w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-tas-ferraille-broyee.jpg 1200w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<figure class=\"wp-block-image size-large mv-stream-photo\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-768x1024.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-225x300.webp 225w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-1152x1536.webp 1152w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-9x12.webp 9w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-488x650.webp 488w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main.webp 1200w\" sizes=\"(max-width: 768px) 100vw, 768px\"><img decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-768x1024.jpg\" alt=\"A hand holding a copper winding in front of a heap of shredded steel\" class=\"wp-image-1740\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-768x1024.jpg 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-225x300.jpg 225w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-1152x1536.jpg 1152w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-9x12.jpg 9w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main-488x650.jpg 488w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/e40-cuivre-en-main.jpg 1200w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n<\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\">Ferraille E40<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Du bon acier, et le cuivre que l\u2019overband a emport\u00e9 avec lui.<\/p>\n\n\n<p class=\"wp-block-paragraph\"><a class=\"mv-text-link\" href=\"https:\/\/matvision.instawp.site\/fr\/use-cases\/e40\/\">Lire le cas complet \u2197<\/a><\/p>\n\n<\/div><\/div>\n\n\n<div class=\"wp-block-group mv-stream-card\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-stream-photos\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-large mv-stream-photo\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1024x768.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1024x768.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1024x768.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1024x768.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1024x768.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1024x768.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-650x488.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac.webp 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><img decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1024x768.jpg\" alt=\"Mixed non-ferrous metal pieces in bulk\" class=\"wp-image-1743\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1024x768.jpg 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-300x225.jpg 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-768x576.jpg 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-1536x1152.jpg 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-16x12.jpg 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac-650x488.jpg 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-non-ferreux-en-vrac.jpg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<figure class=\"wp-block-image size-large mv-stream-photo\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1024x710.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1024x710.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1024x710.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1024x710.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1024x710.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1024x710.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1024x710.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-300x208.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-768x532.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1536x1065.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-18x12.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-650x451.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie.webp 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"710\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1024x710.jpg\" alt=\"Sorted copper pieces recovered from a mixed metal stream\" class=\"wp-image-1755\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1024x710.jpg 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-300x208.jpg 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-768x532.jpg 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-1536x1065.jpg 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-18x12.jpg 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie-650x451.jpg 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/zorba-cuivre-trie.jpg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n<\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\">Zorba et Zurik<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Des non-ferreux qui arrivent en un seul tas, \u00e0 un seul prix.<\/p>\n\n\n<p class=\"wp-block-paragraph\"><a class=\"mv-text-link\" href=\"https:\/\/matvision.instawp.site\/fr\/use-cases\/zorba-zurik\/\">Lire le cas complet \u2197<\/a><\/p>\n\n<\/div><\/div>\n\n\n<div class=\"wp-block-group mv-stream-card\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-stream-photos\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-large mv-stream-photo\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-768x1024.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-768x1024.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-225x300.webp 225w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-1152x1536.webp 1152w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-9x12.webp 9w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-488x650.webp 488w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees.webp 1200w\" sizes=\"(max-width: 768px) 100vw, 768px\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-768x1024.jpg\" alt=\"A heap of shredded circuit boards\" class=\"wp-image-1745\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-768x1024.jpg 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-225x300.jpg 225w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-1152x1536.jpg 1152w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-9x12.jpg 9w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees-488x650.jpg 488w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/deee-tas-cartes-broyees.jpg 1200w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<figure class=\"wp-block-image size-large mv-stream-photo\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped.webp 724w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped-300x232.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped-650x503.webp 650w\" sizes=\"(max-width: 724px) 100vw, 724px\"><img loading=\"lazy\" decoding=\"async\" width=\"724\" height=\"560\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped.jpg\" alt=\"Used batteries of mixed chemistries in bulk\" class=\"wp-image-671\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped.jpg 724w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped-300x232.jpg 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/03\/john-cameron-QukrVl1F9Q0-unsplash_batteries_cropped-650x503.jpg 650w\" sizes=\"(max-width: 724px) 100vw, 724px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n<\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\">DEEE et batteries<\/h3>\n\n\n<p class=\"wp-block-paragraph\">De l\u2019\u00e9lectronique broy\u00e9e, avec les batteries que personne ne veut voir rester dans le flux.<\/p>\n\n\n<p class=\"wp-block-paragraph\"><a class=\"mv-text-link\" href=\"https:\/\/matvision.instawp.site\/fr\/use-cases\/weee\/\">Lire le cas complet \u2197<\/a><\/p>\n\n<\/div><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n\n<div id=\"mv-why\" class=\"wp-block-group mv-section mv-reveal\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"mv-eyebrow wp-block-paragraph\">Pourquoi Matvision<\/p>\n\n\n<h2 class=\"wp-block-heading\">Au-del\u00e0 de ce que <mark>voient les cam\u00e9ras.<\/mark><\/h2>\n\n\n<p class=\"wp-block-paragraph\">Une IA ne vaut que par les donn\u00e9es que ses capteurs lui fournissent. Les syst\u00e8mes de vision classiques s\u2019appuient surtout sur l\u2019apparence de surface. Matvision associe des capteurs de mati\u00e8re avanc\u00e9s, l\u2019IA et le pr\u00e9l\u00e8vement robotis\u00e9 pour identifier et trier des flux complexes o\u00f9 la couleur et la forme ne suffisent pas.<\/p>\n\n\n<p class=\"mv-signature wp-block-paragraph\">L\u2019intelligence mati\u00e8re du tri par capteurs. La souplesse de la robotique.<\/p>\n\n\n<p class=\"wp-block-paragraph\"><a class=\"mv-text-link\" href=\"https:\/\/matvision.instawp.site\/fr\/technology\/\">Comment la technologie fonctionne \u2197<\/a><\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<section class=\"mv-m3d mv-m3d-short\" data-no-dynamic-translation data-base=\"https:\/\/matvision.instawp.site\/wp-content\/themes\/framer-wp-child\/machine3d\/\" data-remap=\"0:0, 0.12:0.11, 0.24:0.36, 0.5:0.6, 0.58:0.69, 0.74:0.8, 0.84:0.92, 1:1\" style=\"--m3d-length:560vh\" aria-label=\"Au c\u0153ur de la machine : une visite interactive de Matvision Refine\">\n<div class=\"m3d-stage\">\n<canvas id=\"m3d-gl\" aria-hidden=\"true\"><\/canvas>\n<svg id=\"m3d-leaders\" aria-hidden=\"true\"><\/svg>\n<div id=\"m3d-tags\" aria-hidden=\"true\"><\/div>\n\n<div class=\"m3d-hud\" aria-hidden=\"true\">\n  <div class=\"hud-corner tl\"><\/div><div class=\"hud-corner tr\"><\/div><div class=\"hud-corner bl\"><\/div><div class=\"hud-corner br\"><\/div>\n  <div class=\"hud-top\"><span class=\"hud-brand\">MATVISION&nbsp;REFINE<\/span><span class=\"hud-sep\">\/<\/span><span id=\"m3d-hud-chapter\">00 \u00b7 VEILLE<\/span><\/div>\n  <div class=\"hud-stats\">\n    <div><span class=\"k\">PI\u00c8CES LUES<\/span><span class=\"v\" id=\"m3d-c-read\">0<\/span><\/div>\n    <div><span class=\"k\">CONTAMINANTS<\/span><span class=\"v\" id=\"m3d-c-flag\">0<\/span><\/div>\n    <div><span class=\"k\">RETIR\u00c9S<\/span><span class=\"v\" id=\"m3d-c-pick\">0<\/span><\/div>\n  <\/div>\n  <div class=\"hud-progress\"><div id=\"m3d-hud-bar\"><\/div><ol id=\"m3d-hud-ticks\"><\/ol><\/div>\n<\/div>\n\n<div id=\"m3d-loader\"><div class=\"ld-label\">CHARGEMENT DU MOD\u00c8LE DE LA MACHINE<\/div><div class=\"ld-bar\"><div id=\"m3d-ld-fill\"><\/div><\/div><\/div>\n\n<div class=\"m3d-story\">\n  <div class=\"chapter intro\" data-at=\"0.0\">\n    <p class=\"eyebrow\">Matvision Refine \u00b7 visite en 3D<\/p>\n    <h2 class=\"m3d-title\">La ligne au travail.<\/h2>\n    <p>Quelques secondes de d\u00e9filement, \u00e0 travers le bloc de d\u00e9tection et les cellules robots.<\/p>\n    <p class=\"scroll-cue\"><span><\/span>Faites d\u00e9filer pour entrer<\/p>\n  <\/div>\n  <div class=\"chapter\" data-at=\"0.49\" data-span=\"0.085\">\n    <p class=\"eyebrow\">03 \u00b7 MOD\u00c8LE IA<\/p>\n    <h2>Trois images, une pr\u00e9diction<\/h2>\n    <p>Le relief, la couleur et l\u2019image rayons X de chaque pi\u00e8ce sont fusionn\u00e9s en une seule entr\u00e9e. Le mod\u00e8le IA les lit ensemble et rend ce qu\u2019est la pi\u00e8ce, avec un score de confiance.<\/p>\n  <\/div>\n  <div class=\"chapter\" data-at=\"0.745\" data-span=\"0.035\">\n    <p class=\"eyebrow\">05 \u00b7 Robots delta<\/p>\n    <h2>Seules les pi\u00e8ces marqu\u00e9es sont prises<\/h2>\n    <p>Un robot delta descend son pr\u00e9henseur et prend la pi\u00e8ce qui n\u2019a rien \u00e0 faire l\u00e0. \u00c9purer n\u2019est pas trier : nous retirons les quelques-unes plut\u00f4t que de classer les nombreuses.<\/p>\n  <\/div>\n  <div class=\"chapter final\" data-at=\"0.96\">\n    <p class=\"eyebrow\">07 \u00b7 La ligne enti\u00e8re<\/p>\n    <h2>Tout lire, n\u2019en prendre que quelques-unes.<\/h2>\n    <div class=\"kpis\">\n      <div><b>Jusqu\u2019\u00e0 40 t\/h<\/b><span>E40 en tri n\u00e9gatif<\/span><\/div>\n      <div><b>10 \u2013 200 mm<\/b><span>Granulom\u00e9trie, chevauchement accept\u00e9<\/span><\/div>\n      <div><b>1 \u2013 4<\/b><span>Robots, dimensionn\u00e9s selon le contaminant<\/span><\/div>\n    <\/div>\n    <div class=\"cta-row\"><a class=\"cta\" href=\"https:\/\/matvision.instawp.site\/fr\/technology\/\">Comment la technologie fonctionne<\/a><a class=\"cta ghost\" href=\"https:\/\/matvision.instawp.site\/fr\/contact\/?request=performance-study\">Demander une \u00e9tude de performance<\/a><\/div>\n  <\/div>\n<\/div>\n\n<div class=\"m3d-strings\" hidden>\n  <span data-k=\"h0\">00 \u00b7 VEILLE<\/span><span data-k=\"h1\">01 \u00b7 ALIMENTATION<\/span><span data-k=\"h2\">02 \u00b7 D\u00c9TECTION<\/span><span data-k=\"h3\">03 \u00b7 MOD\u00c8LE IA<\/span>\n  <span data-k=\"h4\">04 \u00b7 D\u00c9CISION<\/span><span data-k=\"h5\">05 \u00b7 PRISE<\/span><span data-k=\"h6\">06 \u00b7 SORTIES<\/span><span data-k=\"h7\">07 \u00b7 VUE D\u2019ENSEMBLE<\/span>\n  <span data-k=\"c1\">CONTAM. 01<\/span><span data-k=\"c1l\">COPPER<\/span><span data-k=\"c2\">CONTAM. 02<\/span><span data-k=\"c2l\">C\u00c2BLE<\/span>\n  <span data-k=\"c3\">CONTAM. 03<\/span><span data-k=\"c3l\">CAOUTCHOUC<\/span><span data-k=\"scan\">SCAN<\/span><span data-k=\"robot\">ROBOT<\/span>\n  <span data-k=\"relief\">RELIEF 3D<\/span><span data-k=\"colour\">COULEUR<\/span><span data-k=\"xray\">RAYONS X<\/span><span data-k=\"fused\">ENTR\u00c9E FUSIONN\u00c9E<\/span>\n  <span data-k=\"inference\">MOD\u00c8LE IA \u00b7 INF\u00c9RENCE<\/span><span data-k=\"prediction\">MOD\u00c8LE IA \u00b7 PR\u00c9DICTION<\/span>\n  <span data-k=\"p1\">CONTAM. 01 \u00b7 CUIVRE<\/span><span data-k=\"p2\">FLUX PROPRE<\/span><span data-k=\"p3\">CONTAM. 02 \u00b7 C\u00c2BLE<\/span>\n  <span data-k=\"k1\">Matvision Sense<\/span><span data-k=\"k1s\">profilom\u00e8tre 3D \u00b7 cam\u00e9ra couleur<\/span>\n  <span data-k=\"k2\">Robot delta 1<\/span><span data-k=\"k2s\">prend \u00e0 la vol\u00e9e<\/span>\n  <span data-k=\"k3\">Robot delta 2<\/span><span data-k=\"k3s\">1 \u00e0 4 robots par ligne<\/span>\n  <span data-k=\"k4\">Se couple au tri manuel<\/span><span data-k=\"k4s\">une cabine de tri prend le relais en bout de bande<\/span>\n  <span data-k=\"k5\">Une goulotte par classe<\/span><span data-k=\"k5s\">d\u00e9versement sous le convoyeur<\/span>\n  <span data-k=\"k6\">HMI &amp; status<\/span><span data-k=\"k6s\">rapport de production par sortie<\/span>\n  <span data-k=\"failed\">LE MOD\u00c8LE N\u2019A PAS PU \u00caTRE CHARG\u00c9<\/span>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n\n\n\n<div class=\"wp-block-group mv-section mv-grid-bg mv-reveal\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"mv-eyebrow wp-block-paragraph\">En leurs mots<\/p>\n\n\n<h2 class=\"wp-block-heading\">Dit par ceux <mark>qui connaissent la mati\u00e8re.<\/mark><\/h2>\n\n\n<div class=\"wp-block-group mv-quotes\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-quote\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u00ab L\u2019essentiel est invisible pour les yeux, et seules des solutions multi-capteurs comme celles de Matvision seront capables de trier des produits de plus en plus complexes. En se positionnant en pionniers des techniques de tri robotis\u00e9 des m\u00e9taux, les ing\u00e9nieurs wallons peuvent esp\u00e9rer jouer un r\u00f4le de premier plan dans le d\u00e9veloppement de l\u2019\u00e9conomie circulaire \u00e0 l\u2019\u00e9chelle internationale. \u00bb<\/p>\n\n\n<figure class=\"wp-block-image size-thumbnail mv-quote-photo\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.webp 150w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-300x300.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-12x12.webp 12w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard.webp 400w\" sizes=\"(max-width: 150px) 100vw, 150px\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.jpg\" alt=\"Eric Pirard\" class=\"wp-image-1718\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-150x150.jpg 150w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-300x300.jpg 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard-12x12.jpg 12w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/eric-pirard.jpg 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<p class=\"mv-quote-by wp-block-paragraph\">Pr Eric Pirard \u00b7 GeMMe, Universit\u00e9 de Li\u00e8ge<\/p>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div class=\"wp-block-group mv-quote\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u00ab Le d\u00e9veloppement et l\u2019int\u00e9gration de la technologie MULTIPICK dans ses activit\u00e9s ont permis au Groupe COMET de franchir une nouvelle \u00e9tape dans la purification de ses flux m\u00e9talliques. [\u2026] Nous nous r\u00e9jouissons que Matvision puisse, de cette mani\u00e8re, contribuer \u00e0 r\u00e9duire l\u2019impact environnemental du secteur et \u00e0 s\u00e9curiser des ressources strat\u00e9giques sur le sol wallon, belge et europ\u00e9en. \u00bb<\/p>\n\n\n<figure class=\"wp-block-image size-thumbnail mv-quote-photo\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.webp 150w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-12x12.webp 12w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis.webp 200w\" sizes=\"(max-width: 150px) 100vw, 150px\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.jpg\" alt=\"Gregory Lewis\" class=\"wp-image-1719\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-150x150.jpg 150w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis-12x12.jpg 12w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/gregory-lewis.jpg 200w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<p class=\"mv-quote-by wp-block-paragraph\">Gregory Lewis \u00b7 Responsable R&amp;D, Groupe Comet<\/p>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div class=\"wp-block-group mv-quote\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u00ab Matvision se distingue par la qualit\u00e9 de sa proposition technique et par une flexibilit\u00e9 rare sur ce march\u00e9. L\u2019\u00e9quipe n\u2019a pas propos\u00e9 une solution standard. Elle a pris le temps de comprendre nos besoins et y a adapt\u00e9 son offre. Le tri tr\u00e8s pr\u00e9cis qu\u2019exige notre projet commun montre qu\u2019elle sait r\u00e9pondre \u00e0 des demandes tr\u00e8s sp\u00e9cifiques. \u00bb<\/p>\n\n\n<p class=\"mv-quote-portrait wp-block-paragraph\">BG<\/p>\n\n\n<p class=\"mv-quote-by wp-block-paragraph\">Bruno Gay \u00b7 B.CIRCLE<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div class=\"wp-block-group mv-quote\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u00ab Les solutions de tri robotis\u00e9 propos\u00e9es par Matvision sont v\u00e9ritablement avant-gardistes dans le domaine du recyclage. [\u2026] Gr\u00e2ce aux diff\u00e9rentes technologies de d\u00e9tection, nous avons constat\u00e9 une augmentation significative des taux de r\u00e9cup\u00e9ration et de puret\u00e9, en particulier sur le traitement de d\u00e9chets complexes. \u00bb<\/p>\n\n\n<figure class=\"wp-block-image size-thumbnail mv-quote-photo\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.webp 150w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-300x300.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-12x12.webp 12w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud.webp 648w\" sizes=\"(max-width: 150px) 100vw, 150px\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.png\" alt=\"Guilhem Grimaud\" class=\"wp-image-1265\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-150x150.png 150w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-300x300.png 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud-12x12.png 12w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/04\/guilhem-grimaud.png 648w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<p class=\"mv-quote-by wp-block-paragraph\">Guilhem Grimaud \u00b7 Eco-Innovation Leader, MTB Group<\/p>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p class=\"mv-quote-source wp-block-paragraph\"><a href=\"https:\/\/www.gemme.uliege.be\/cms\/c_12719373\/en\/matvision\" rel=\"noopener\">Source de trois de ces citations : Universit\u00e9 de Li\u00e8ge, laboratoire GeMMe \u2197<\/a><\/p>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n\n<div id=\"mv-supporters\" class=\"wp-block-group mv-supporters\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"mv-supporters-title wp-block-paragraph\">Nos partenaires et soutiens<\/p>\n\n\n<div class=\"wp-block-group mv-supporters-logos\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-medium mv-supporter\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo.webp 150w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo-12x12.webp 12w\" sizes=\"(max-width: 150px) 100vw, 150px\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo.jpg\" alt=\"SOREMO\" class=\"wp-image-1721\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo.jpg 150w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-soremo-12x12.jpg 12w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<figure class=\"wp-block-image size-medium mv-supporter\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi-300x133.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi-300x133.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi-300x133.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi-300x133.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi-300x133.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi-300x133.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi.webp 520w\" sizes=\"(max-width: 300px) 100vw, 300px\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"133\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi-300x133.png\" alt=\"GeMMe\" class=\"wp-image-884\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi-300x133.png 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/gemme_only_96dpi.png 520w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<figure class=\"wp-block-image size-medium mv-supporter\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized-300x145.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized-300x145.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized-300x145.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized-300x145.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized-300x145.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized-300x145.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized.webp 600w\" sizes=\"(max-width: 300px) 100vw, 300px\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"145\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized-300x145.png\" alt=\"Groupe COMET\" class=\"wp-image-899\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized-300x145.png 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2023\/11\/comet_resized.png 600w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<figure class=\"wp-block-image size-medium mv-supporter\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-300x128.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-300x128.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-300x128.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-300x128.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-300x128.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-300x128.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-18x8.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-650x277.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k.webp 680w\" sizes=\"(max-width: 300px) 100vw, 300px\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"128\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-300x128.png\" alt=\"A6K\" class=\"wp-image-1722\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-300x128.png 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-18x8.png 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k-650x277.png 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-a6k.png 680w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<figure class=\"wp-block-image size-medium mv-supporter\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-300x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-300x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-300x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-300x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-300x150.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-300x150.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-768x384.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-18x9.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-650x325.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart.webp 800w\" sizes=\"(max-width: 300px) 100vw, 300px\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"150\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-300x150.png\" alt=\"imec.istart\" class=\"wp-image-1165\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-300x150.png 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-768x384.png 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-18x9.png 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart-650x325.png 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2025\/01\/Imecistart.png 800w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<figure class=\"wp-block-image size-medium mv-supporter\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped.webp\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped.webp 291w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped-18x5.webp 18w\" sizes=\"(max-width: 291px) 100vw, 291px\"><img loading=\"lazy\" decoding=\"async\" width=\"291\" height=\"81\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped.png\" alt=\"EIT RawMaterials\" class=\"wp-image-999\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped.png 291w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2024\/01\/EITRM_Web_May21_cropped-18x5.png 18w\" sizes=\"(max-width: 291px) 100vw, 291px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/figure>\n\n\n<figure class=\"wp-block-image size-medium mv-supporter\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"103\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-reverse-metallurgy-300x103.webp\" alt=\"Reverse Metallurgy\" class=\"wp-image-1777\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-reverse-metallurgy-300x103.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-reverse-metallurgy-768x263.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-reverse-metallurgy-18x6.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-reverse-metallurgy-650x222.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/09\/logo-reverse-metallurgy.webp 860w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group mv-section mv-grid-bg mv-reveal\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"mv-eyebrow wp-block-paragraph\">Actualit\u00e9s<\/p>\n\n\n<h2 class=\"wp-block-heading\">Comprendre <mark>le tri intelligent.<\/mark><\/h2>\n\n<div class=\"wp-block-query mv-native-news is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"mv-insights wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-1860 post type-post status-publish format-standard has-post-thumbnail hentry category-sustainable-technology tag-ai tag-model-training tag-recycling tag-sorting\"><article class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure class=\"mv-article-image mv-article-graphic wp-block-post-featured-image\"><a href=\"https:\/\/matvision.instawp.site\/fr\/news\/the-certainty-of-uncertainty\/\" target=\"_self\" ><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.webp 928w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.webp 928w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.webp 928w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.webp 928w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.webp 928w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.webp 928w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.webp 928w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.webp 928w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.webp 928w\" sizes=\"(max-width: 768px) 100vw, 768px\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.png\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"The Certainty of Uncertainty: When AI Models Are Confidently Wrong\" style=\"object-fit:cover;\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-768x432.png 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-300x169.png 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-18x10.png 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover-650x366.png 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/10\/certainty-of-uncertainty-cover.png 928w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/a><\/figure><div class=\"mv-eyebrow wp-block-post-date\"><time datetime=\"2026-10-12T09:00:00+02:00\">12 Oct 2026<\/time><\/div><h3 class=\"wp-block-post-title\"><a href=\"https:\/\/matvision.instawp.site\/fr\/news\/the-certainty-of-uncertainty\/\" target=\"_self\" >The Certainty of Uncertainty: When AI Models Are Confidently Wrong<\/a><\/h3><a class=\"mv-text-link wp-block-read-more\" href=\"https:\/\/matvision.instawp.site\/fr\/news\/the-certainty-of-uncertainty\/\" target=\"_self\">Lire l\u2019article \u2197<span class=\"screen-reader-text\">\u00a0: The Certainty of Uncertainty: When AI Models Are Confidently Wrong<\/span><\/a><\/div><\/article><\/li><li class=\"wp-block-post post-1403 post type-post status-publish format-standard has-post-thumbnail hentry category-sustainable-technology tag-ai tag-challenges tag-cleantech tag-metals tag-model-training tag-recycling tag-sorting tag-stability\"><article class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure class=\"mv-article-image wp-block-post-featured-image\"><a href=\"https:\/\/matvision.instawp.site\/fr\/news\/ai-in-recycling-constraints-and-challenges\/\" target=\"_self\" ><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.webp 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.webp 650w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.webp 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.webp 650w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.webp 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.webp 650w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.webp 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.webp 650w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.webp 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.webp 650w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.webp 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.webp 650w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.webp 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.webp 650w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.webp 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.webp 650w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.webp 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.webp 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.webp 650w\" sizes=\"(max-width: 768px) 100vw, 768px\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"576\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.jpeg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"AI in recycling: constraints and challenges\" style=\"object-fit:cover;\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-768x576.jpeg 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-300x225.jpeg 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1024x768.jpeg 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-1536x1152.jpeg 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-2048x1536.jpeg 2048w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-16x12.jpeg 16w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/02\/IMG_3122-scaled-e1771520515944-650x488.jpeg 650w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/a><\/figure><div class=\"mv-eyebrow wp-block-post-date\"><time datetime=\"2026-05-19T10:11:38+02:00\">19 mai 2026<\/time><\/div><h3 class=\"wp-block-post-title\"><a href=\"https:\/\/matvision.instawp.site\/fr\/news\/ai-in-recycling-constraints-and-challenges\/\" target=\"_self\" >L\u2019IA dans le recyclage : contraintes et d\u00e9fis<\/a><\/h3><a class=\"mv-text-link wp-block-read-more\" href=\"https:\/\/matvision.instawp.site\/fr\/news\/ai-in-recycling-constraints-and-challenges\/\" target=\"_self\">Lire l\u2019article \u2197<span class=\"screen-reader-text\">\u00a0: AI in recycling: constraints and challenges<\/span><\/a><\/div><\/article><\/li><li class=\"wp-block-post post-1391 post type-post status-publish format-standard has-post-thumbnail hentry category-sustainable-technology tag-cleantech tag-metals tag-recycling tag-robotics tag-sorting\"><article class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure class=\"mv-article-image mv-article-graphic wp-block-post-featured-image\"><a href=\"https:\/\/matvision.instawp.site\/fr\/news\/ai-driven-smart-sorting-the-evolution-beyond-traditional-sensor-based-sorting\/\" target=\"_self\" ><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1024x576.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1536x864.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874.webp 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1024x576.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1536x864.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874.webp 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1024x576.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1536x864.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874.webp 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1024x576.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1536x864.webp 1536w, 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https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874.webp 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1024x576.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1536x864.webp 1536w, 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https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874.webp 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1024x576.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1536x864.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874.webp 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\"><picture><source type=\"image\/webp\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-768x432.webp 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-300x169.webp 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1024x576.webp 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1536x864.webp 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-18x10.webp 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-650x366.webp 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874.webp 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-768x432.png\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"AI-driven smart sorting: the evolution beyond traditional sensor-based sorting\" style=\"object-fit:cover;\" srcset=\"https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-768x432.png 768w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-300x169.png 300w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1024x576.png 1024w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-1536x864.png 1536w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-18x10.png 18w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874-650x366.png 650w, https:\/\/matvision.instawp.site\/wp-content\/uploads\/2026\/04\/vlcsnap-2026-03-10-18h52m07s874.png 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/picture><\/a><\/figure><div class=\"mv-eyebrow wp-block-post-date\"><time datetime=\"2026-05-19T09:46:39+02:00\">19 mai 2026<\/time><\/div><h3 class=\"wp-block-post-title\"><a href=\"https:\/\/matvision.instawp.site\/fr\/news\/ai-driven-smart-sorting-the-evolution-beyond-traditional-sensor-based-sorting\/\" target=\"_self\" >Le tri intelligent pilot\u00e9 par l\u2019IA : au-del\u00e0 du tri par capteurs traditionnel<\/a><\/h3><a class=\"mv-text-link wp-block-read-more\" href=\"https:\/\/matvision.instawp.site\/fr\/news\/ai-driven-smart-sorting-the-evolution-beyond-traditional-sensor-based-sorting\/\" target=\"_self\">Lire l\u2019article \u2197<span class=\"screen-reader-text\">\u00a0: AI-driven smart sorting: the evolution beyond traditional sensor-based sorting<\/span><\/a><\/div><\/article><\/li><\/ul><\/div>\n\n<p class=\"wp-block-paragraph\"><a class=\"mv-text-link\" href=\"https:\/\/matvision.instawp.site\/fr\/news\/\">Toutes les actualit\u00e9s \u2197<\/a><\/p>\n\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group mv-section mv-green mv-reveal\" id=\"how-a-project-starts\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group mv-inner\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Test\u00e9 sur votre mati\u00e8re <mark>avant de nous engager.<\/mark><\/h2>\n\n\n<p class=\"wp-block-paragraph\">Chaque flux se comporte diff\u00e9remment. Les chiffres de puret\u00e9, de r\u00e9cup\u00e9ration et de d\u00e9bit sur lesquels nous nous engageons reposent sur des essais men\u00e9s sur votre mati\u00e8re, dans des conditions repr\u00e9sentatives.<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/matvision.instawp.site\/fr\/contact\/?request=performance-study\">Demander une \u00e9tude de performance<\/a><\/div>\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/calendly.com\/matvision\/30min\">R\u00e9server un appel de 30 min<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Multi-sensor. Multi-output. Complex materials.More valuein a single pass. We come after the shredder, the magnet, the eddy current and the optical sorter, [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"matvision-page.php","meta":{"footnotes":""},"class_list":["post-10","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Matvision : tri robotis\u00e9 de flux m\u00e9talliques complexes<\/title>\n<meta name=\"description\" content=\"Des lignes de tri qui associent d\u00e9tection 3D, couleur, rayons X et LIBS \u00e0 l\u2019IA et aux robots, pour r\u00e9cup\u00e9rer plus de valeur en un seul passage.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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