{"id":88167,"date":"2025-02-20T10:31:06","date_gmt":"2025-02-20T02:31:06","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=88167"},"modified":"2025-02-24T16:33:42","modified_gmt":"2025-02-24T08:33:42","slug":"bin-picking-auto-parts-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/fr\/etudes-de-cas\/accupick\/bin-picking-auto-parts-using-ai\/","title":{"rendered":"Bin Picking de Pi\u00e8ces Automobiles avec l’IA"},"content":{"rendered":"
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<\/span>\"Red
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AccuPick\u00c9tude de cas<\/span><\/h2>\n\n\n\n
Automobile<\/a> | Fabrication<\/a><\/div>\n<\/div><\/div>\n\n\n\n
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Bin Picking de Pi\u00e8ces Automobiles avec l’IA<\/h1><\/div><\/div>\n\n\n\n
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Client<\/h2>\n\n\n\n

Le client est un fabricant de pi\u00e8ces automobiles europ\u00e9en avec plus de 40 ans d’exp\u00e9rience. Sp\u00e9cialis\u00e9e dans la production \u00e0 fort volume, l’entreprise recherchait une solution pour am\u00e9liorer l’efficacit\u00e9 et la pr\u00e9cision de ses processus de bin picking pour de petits composants en plastique.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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D\u00e9fi<\/h2>\n\n\n\n
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Bin Picking de Composants en Plastique Non-R\u00e9fl\u00e9chissants<\/h3>\n\n\n\n

Le client avait besoin d’une solution capable de ramasser des composants en plastique non-r\u00e9fl\u00e9chissants dans des orientations al\u00e9atoires et de les placer individuellement dans de petits sacs s\u00e9par\u00e9s, avec un temps de cycle de 3 \u00e0 5 secondes par ramassage. Le faible contraste des composants posait un d\u00e9fi significatif pour les syst\u00e8mes de vision 3D ordinaires, qui avaient du mal \u00e0 g\u00e9n\u00e9rer des nuages de points de haute qualit\u00e9 pour un grasping et un placement pr\u00e9cis.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Solution<\/h2>\n\n\n\n
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Solution Compl\u00e8te de Bin Picking avec AccuPick + SolScan<\/h3>\n\n\n\n

Le syst\u00e8me de bin picking de Solomon, AccuPick<\/a>, combin\u00e9 aux capacit\u00e9s avanc\u00e9es de lumi\u00e8re structur\u00e9e du scanner 3D SolScan<\/a>, a fourni une solution compl\u00e8te au d\u00e9fi de bin picking de pi\u00e8ces automobiles du client. AccuPick a captur\u00e9 des donn\u00e9es de nuage de points pr\u00e9cises pour identifier et ramasser chaque composant \u00e0 l’aide d’un robot FANUC LR Mate 200iD<\/a>. Avec des milliers d’articles dans l’inventaire du client, l’outil d’Auto Labeling d’AccuPick a \u00e9t\u00e9 utilis\u00e9 pour r\u00e9pliquer efficacement chaque \u00e9chantillon, r\u00e9duisant ainsi consid\u00e9rablement les heures g\u00e9n\u00e9ralement consacr\u00e9es aux annotations manuelles requises par les programmes d’IA ordinaires. Cette approche rationalis\u00e9e a significativement r\u00e9duit le temps n\u00e9cessaire \u00e0 l’entra\u00eenement des mod\u00e8les d’IA et a consid\u00e9rablement am\u00e9lior\u00e9 la pr\u00e9cision du ramassage et l’efficacit\u00e9 op\u00e9rationnelle.<\/p>\n\n\n\n

<\/div>\n\n\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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R\u00e9sultat<\/h2>\n\n\n\n
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<\/path><\/svg>Temps de cycle r\u00e9duit \u00e0 1,6 seconde par composant<\/span><\/div>
<\/path><\/svg>Ramassage efficace des composants en plastique non-r\u00e9fl\u00e9chissants<\/span><\/div>
<\/path><\/svg>Significant reduction in AI model training time with Auto Labeling tool<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

AccuPick + SolScan am\u00e9liorent la cueillette en bin pour un fabricant de pi\u00e8ces automobiles europ\u00e9en, r\u00e9duisant le temps de cycle \u00e0 1,6 seconde et augmentant l’efficacit\u00e9 gr\u00e2ce \u00e0 un entra\u00eenement rapide de l’IA.<\/p>","protected":false},"author":15,"featured_media":79889,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-49fe722{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:50px}#gspb_heading-id-gsbp-49fe722 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-49fe722 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-49fe722{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, 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