{"id":89492,"date":"2025-02-26T09:19:09","date_gmt":"2025-02-26T01:19:09","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=89492"},"modified":"2025-02-26T09:26:14","modified_gmt":"2025-02-26T01:26:14","slug":"inspection-par-ia-des-pieces-metalliques-estampees","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/fr\/etudes-de-cas\/inspection-par-ia-des-pieces-metalliques-estampees\/","title":{"rendered":"Inspection par IA des pi\u00e8ces m\u00e9talliques estamp\u00e9es"},"content":{"rendered":"
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SolVision\u00c9tude de cas<\/span><\/h2>\n\n\n\n
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Automobile<\/a> |<\/a>\u00c9lectronique<\/a>| Fabrication<\/a> | Transformation des m\u00e9taux<\/a><\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n

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Inspection par IA des pi\u00e8ces m\u00e9talliques estamp\u00e9es<\/h1><\/div><\/div>\n\n\n\n

Classification et positionnement des d\u00e9fauts de surface m\u00e9talliques<\/strong><\/strong><\/h2>\n\n\n\n
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Processus d\u2019estampage des produits \u00e9lectroniques et m\u00e9caniques<\/strong><\/strong><\/strong><\/h2>\n\n\n\n

L’estampage est une m\u00e9thode de transformation des m\u00e9taux qui utilise des outils sous pression et des moules pour d\u00e9former ou s\u00e9parer des pi\u00e8ces m\u00e9talliques selon une forme et une taille pr\u00e9cises. Pendant l\u2019estampage, la surface du m\u00e9tal ne doit pas \u00eatre endommag\u00e9e afin de rester adapt\u00e9e \u00e0 des traitements ult\u00e9rieurs comme la peinture, le placage \u00e9lectrolytique et d’autres proc\u00e9d\u00e9s. Cependant, l\u2019environnement de production et divers facteurs al\u00e9atoires peuvent g\u00e9n\u00e9rer de l\u00e9g\u00e8res imperfections sur les pi\u00e8ces estamp\u00e9es, telles que des bavures aux coins, de la salet\u00e9, des taches d\u2019eau, des indentations ou des rayures, qui doivent \u00eatre d\u00e9tect\u00e9es imm\u00e9diatement pour faciliter les \u00e9tapes suivantes du processus.<\/p>\n<\/div>\n\n\n\n

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Contr\u00f4le qualit\u00e9 et d\u00e9fauts difficiles \u00e0 d\u00e9tecter<\/strong><\/h2>\n\n\n\n

Les pi\u00e8ces estamp\u00e9es peuvent pr\u00e9senter une grande vari\u00e9t\u00e9 de d\u00e9fauts qui apparaissent diff\u00e9remment \u00e0 chaque fois, notamment les taches d’huile ou d’eau, qui sont difficiles \u00e0 rep\u00e9rer. De plus, les variations de luminosit\u00e9 lors de l’acquisition des images compliquent la mise en place de syst\u00e8mes d’inspection traditionnels.<\/p>\n<\/div><\/div><\/div>\n\n\n\n

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D\u00e9tection des d\u00e9fauts optimis\u00e9e par l\u2019IA avec SolVision<\/strong><\/strong><\/h2>\n\n\n\n

Gr\u00e2ce \u00e0 l\u2019outil de segmentation de SolVision<\/a><\/strong>, un mod\u00e8le d\u2019IA peut \u00eatre entra\u00een\u00e9 \u00e0 partir d\u2019images de d\u00e9fauts sous diff\u00e9rentes conditions de luminosit\u00e9. Ce syst\u00e8me d’inspection avanc\u00e9 permet ainsi de d\u00e9tecter plus efficacement les d\u00e9fauts sur les pi\u00e8ces m\u00e9talliques estamp\u00e9es et d’am\u00e9liorer la qualit\u00e9 de surface avant les traitements ult\u00e9rieurs.<\/p>\n<\/div><\/div><\/div>\n\n\n\n

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Inspection par IA<\/strong><\/strong><\/strong><\/strong><\/h2>\n\n\n\n

Classification des d\u00e9fauts<\/strong><\/p>\n\n\n\n

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Bleu\u00a0<\/mark>Taches d’huile, taches d’eau<\/strong><\/p>\n\n\n\n

Vert<\/mark><\/strong><\/strong> Blanc D\u00e9fauts<\/strong><\/strong><\/p>\n\n\n\n

Orange\u00a0<\/mark>Rayures\u00a0<\/strong><\/strong><\/p>\n\n\n\n

Jaune\u00a0<\/mark>Brisures et bosses<\/strong><\/strong><\/p>\n<\/div>\n\n\n\n

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Original<\/strong><\/p>\n\n\n

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\"Metal<\/figure>\n<\/div><\/div>\n\n\n\n
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R\u00e9sultat<\/strong><\/p>\n\n\n

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R\u00e9sultat<\/strong><\/p>\n\n\n

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R\u00e9sultat<\/strong><\/p>\n\n\n

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\"Metal<\/figure>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"

Il existe de nombreux types de d\u00e9fauts qui peuvent appara\u00eetre diff\u00e9remment \u00e0 chaque fois sur les pi\u00e8ces estamp\u00e9es, en particulier les taches d’huile ou d’eau, qui sont difficiles \u00e0 d\u00e9tecter.<\/p>","protected":false},"author":875,"featured_media":56285,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-98a71402-b1a0{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:15px;margin-bottom:15px}#gspb_heading-id-gsbp-98a71402-b1a0 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-98a71402-b1a0 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-98a71402-b1a0{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, #ffffff)}.gs-titlebox{background:#fff;line-height:24px;font-size:90%;box-shadow:0 10px 10px #00000007;margin-bottom:25px}.gs-titlebox-text>p{margin-bottom:20px!important;margin-top:0}.gs-titlebox-text>p:last-of-type{margin-bottom:0!important}#gspb_titleBox-id-gsbp-0deb1d81-48a5 .gs-titlebox .gs-title-inbox,#gspb_titleBox-id-gsbp-d7f236a4-825c .gs-titlebox .gs-title-inbox{color:var(--wp--preset--color--black, #000000)}#gspb_titleBox-id-gsbp-0deb1d81-48a5 .gs-titlebox .gs-title-inbox svg,#gspb_titleBox-id-gsbp-d7f236a4-825c .gs-titlebox .gs-title-inbox svg{fill:var(--wp--preset--color--black, #000000)}.gs-titlebox .gs-title-inbox{display:flex;align-content:center;padding:15px 20px;font-weight:700;font-size:115%}.gs-titlebox .gs-title-inbox-label{flex-grow:1}.gs-titlebox .gs-titlebox-text{padding:20px}","footnotes":""},"categories":[3620,3634,3594,3600,3630,3654,3688,3656],"tags":[],"class_list":["post-89492","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-etudes-de-cas","category-automotive","category-classification","category-detection-de-defauts","category-electronics","category-manufacturing","category-solvision","category-metal-processing"],"acf":[],"lang":"fr","translations":{"fr":89492,"en":32261,"es":81718,"tw":32446,"jp":78532,"zh":58028,"pt":86748,"de":88749,"tr":90670,"vi":91795,"th":96723,"it":98007,"ko":95292},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/posts\/89492","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/users\/875"}],"replies":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/comments?post=89492"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/posts\/89492\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/media\/56285"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/media?parent=89492"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/categories?post=89492"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/tags?post=89492"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}