{"id":640,"date":"2022-02-15T10:54:16","date_gmt":"2022-02-15T10:54:16","guid":{"rendered":"https:\/\/med-space.org\/youssef-zaz-master\/?page_id=640"},"modified":"2022-02-15T11:31:01","modified_gmt":"2022-02-15T11:31:01","slug":"projet-va","status":"publish","type":"page","link":"https:\/\/yzaz.net\/master\/projet-va\/","title":{"rendered":"Projet Vision Artificielle"},"content":{"rendered":"<p>Pour les \u00e9tudiants MQL et M2I, 1\u00e8re ann\u00e9e (2021-2022).<\/p>\n<p><strong>Projet<\/strong>: Application pour reconna\u00eetre et compter les pi\u00e8ces de monnaie (Dirham et Euro) \u00e0 partir d&#8217;une image ou une acquisition d&#8217;image en ligne.<\/p>\n<p><strong>Outils de d\u00e9veloppement<\/strong> : Matlab ou\/et Python &#8211; OpenCV<\/p>\n<p><strong>M\u00e9thodes<\/strong>: Reconnaissance classique et par Deep Learning.<\/p>\n<p>Pri\u00e8re de remplir le formulaire suivant: (date limite: 16 f\u00e9virier 2022).<\/p>\n<div role=\"form\" class=\"wpcf7\" id=\"wpcf7-f639-o1\" lang=\"en-US\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/master\/wp-json\/wp\/v2\/pages\/640#wpcf7-f639-o1\" method=\"post\" class=\"wpcf7-form init\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"639\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.5.5\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f639-o1\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/div>\n<p><label><b>Fili\u00e8re, nom et pr\u00e9nom<\/b><br \/>\n<span class=\"wpcf7-form-control-wrap nom\"><select name=\"nom\" class=\"wpcf7-form-control wpcf7-select wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\"><option value=\"\">---<\/option><option value=\"M2I-1-AHARRAM NISRIN\">M2I-1-AHARRAM NISRIN<\/option><option value=\"M2I-2-AMRI FATIMA ZAHRAE\">M2I-2-AMRI FATIMA ZAHRAE<\/option><option value=\"M2I-3-BAKALI MOUHCEN\">M2I-3-BAKALI MOUHCEN<\/option><option value=\"M2I-4-BEN ALLIOUA AYOUB\">M2I-4-BEN ALLIOUA AYOUB<\/option><option value=\"M2I-5-BOUAZZA AYOUB\">M2I-5-BOUAZZA AYOUB<\/option><option value=\"M2I-6-CHRIKI ABOUBAKR\">M2I-6-CHRIKI ABOUBAKR<\/option><option value=\"M2I-7-CHRIKI SALAH EDDINE\">M2I-7-CHRIKI SALAH EDDINE<\/option><option value=\"M2I-8-ECHCHERKI MOHAMED\">M2I-8-ECHCHERKI MOHAMED<\/option><option value=\"M2I-9-EDDAFERI AYMANE\">M2I-9-EDDAFERI AYMANE<\/option><option value=\"M2I-10-EHMIMED NADIR\">M2I-10-EHMIMED NADIR<\/option><option value=\"M2I-11-EL BIARI HAMID\">M2I-11-EL BIARI HAMID<\/option><option value=\"M2I-12-EL BOUDALI NABIL\">M2I-12-EL BOUDALI NABIL<\/option><option value=\"M2I-13-EL GAZUANI NADA\">M2I-13-EL GAZUANI NADA<\/option><option value=\"M2I-14-EL MESBAHI HAJAR\">M2I-14-EL MESBAHI HAJAR<\/option><option value=\"M2I-15-EL MOUEDEN CHAYMAE\">M2I-15-EL MOUEDEN CHAYMAE<\/option><option value=\"M2I-16-EL OUARDI AYOUB\">M2I-16-EL OUARDI AYOUB<\/option><option value=\"M2I-17-EL YAKOUBI OUASSIMA\">M2I-17-EL YAKOUBI OUASSIMA<\/option><option value=\"M2I-18-ES-SAFSAFI IBRAHIM\">M2I-18-ES-SAFSAFI IBRAHIM<\/option><option value=\"M2I-19-GARMOUCH HAMZA\">M2I-19-GARMOUCH HAMZA<\/option><option value=\"M2I-20-HAJJI ALI\">M2I-20-HAJJI ALI<\/option><option value=\"M2I-21-IRHOUNAIN IMANE\">M2I-21-IRHOUNAIN IMANE<\/option><option value=\"M2I-22-KHIEKIE-NIATI DIESMER\">M2I-22-KHIEKIE-NIATI DIESMER<\/option><option value=\"M2I-23-LAKHLIFI SALMA\">M2I-23-LAKHLIFI SALMA<\/option><option value=\"M2I-24-LAKHSSASSI ABDELLAH\">M2I-24-LAKHSSASSI ABDELLAH<\/option><option value=\"M2I-25-RABITI HICHAM\">M2I-25-RABITI HICHAM<\/option><option value=\"M2I-26-RKIBA HICHAM\">M2I-26-RKIBA HICHAM<\/option><option value=\"M2I-27-SOUNA SARA\">M2I-27-SOUNA SARA<\/option><option value=\"M2I-28-ZAAR SALMA\">M2I-28-ZAAR SALMA<\/option><option value=\"M2I-00-LKCHOUCH ANASS\">M2I-00-LKCHOUCH ANASS<\/option><option value=\"MQL-1-AHARRAM LATIFA\">MQL-1-AHARRAM LATIFA<\/option><option value=\"MQL-2-AIT EL MACHKOURI SOUFIANE\">MQL-2-AIT EL MACHKOURI SOUFIANE<\/option><option value=\"MQL-3-BELHAJ FADOUA\">MQL-3-BELHAJ FADOUA<\/option><option value=\"MQL-4-BENJAA MOHAMED SAID\">MQL-4-BENJAA MOHAMED SAID<\/option><option value=\"MQL-5-BOUALI OMAR\">MQL-5-BOUALI OMAR<\/option><option value=\"MQL-6-BOUKHANCHA MOHAMMED-ANASS\">MQL-6-BOUKHANCHA MOHAMMED-ANASS<\/option><option value=\"MQL-7-CHAKOUR ILIAS\">MQL-7-CHAKOUR ILIAS<\/option><option value=\"MQL-8-CHEGDALI OUMAIMA\">MQL-8-CHEGDALI OUMAIMA<\/option><option value=\"MQL-9-CHERIK HAFSA\">MQL-9-CHERIK HAFSA<\/option><option value=\"MQL-10-CHKOURI ZAKARIAE\">MQL-10-CHKOURI ZAKARIAE<\/option><option value=\"MQL-11-EL BOUIRTOU OTMAN\">MQL-11-EL BOUIRTOU OTMAN<\/option><option value=\"MQL-12-EL GAZI MARIAM\">MQL-12-EL GAZI MARIAM<\/option><option value=\"MQL-13-EL GAZI MOHAMED\">MQL-13-EL GAZI MOHAMED<\/option><option value=\"MQL-14-EL GHAZI SOHAILA\">MQL-14-EL GHAZI SOHAILA<\/option><option value=\"MQL-15-EL KADMIRI AYOUB\">MQL-15-EL KADMIRI AYOUB<\/option><option value=\"MQL-16-EL KHARRAZ KHADIJA\">MQL-16-EL KHARRAZ KHADIJA<\/option><option value=\"MQL-17-ES SAFY KHALID\">MQL-17-ES SAFY KHALID<\/option><option value=\"MQL-18-GUENIARY SAMIA\">MQL-18-GUENIARY SAMIA<\/option><option value=\"MQL-19-HAMMOUDAN EL KHADER\">MQL-19-HAMMOUDAN EL KHADER<\/option><option value=\"MQL-20-HZIMAR BOUTAINA\">MQL-20-HZIMAR BOUTAINA<\/option><option value=\"MQL-21-LOUGHLAM ABDELHAK\">MQL-21-LOUGHLAM ABDELHAK<\/option><option value=\"MQL-22-MALKI L&#039;HARRAK HAJAR\">MQL-22-MALKI L&#039;HARRAK HAJAR<\/option><option value=\"MQL-23-MEDDOUNI EL MEHDI\">MQL-23-MEDDOUNI EL MEHDI<\/option><option value=\"MQL-24-MERGHAD FATIMA\">MQL-24-MERGHAD FATIMA<\/option><option value=\"MQL-25-MESBAHI HOUDA\">MQL-25-MESBAHI HOUDA<\/option><option value=\"MQL-26-MGHYLY IHSSANE\">MQL-26-MGHYLY IHSSANE<\/option><option value=\"MQL-27-OULED HSSAIN WASSIMA\">MQL-27-OULED HSSAIN WASSIMA<\/option><option value=\"MQL-28-SOUILAH ACHRAF\">MQL-28-SOUILAH ACHRAF<\/option><option value=\"MQL-29-ZABT MOAD\">MQL-29-ZABT MOAD<\/option><\/select><\/span><\/label><br \/>\n<label><b>E-mail<\/b><br \/>\n    <span class=\"wpcf7-form-control-wrap email\"><input type=\"email\" name=\"email\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-email wpcf7-validates-as-required wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><br \/>\n<label><b>Lien du drive des fichiers du projet <\/b>(Partager avec tout le monde)<br \/>\n    <span class=\"wpcf7-form-control-wrap projet\"><input type=\"text\" name=\"projet\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><br \/>\n<label><b>Lien du drive de la pr\u00e9sentation vid\u00e9o (maximum de 6 mn) <\/b>(Partager avec tout le monde)<br \/>\n    <span class=\"wpcf7-form-control-wrap video\"><input type=\"text\" name=\"video\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><br \/>\n<label><b>Petite description de la m\u00e9thode du Deep learning utilis\u00e9e (2 \u00e0 5 lignes en fran\u00e7ais ou anglais)<\/b><br \/>\n    <span class=\"wpcf7-form-control-wrap description\"><textarea name=\"description\" cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\"><\/textarea><\/span> <\/label><br \/>\n<center><input type=\"submit\" value=\"Envoyer\" class=\"wpcf7-form-control has-spinner wpcf7-submit\" \/><\/center><\/p>\n<div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div><\/form><\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>Pour les \u00e9tudiants MQL et M2I, 1\u00e8re ann\u00e9e (2021-2022). Projet: Application pour reconna\u00eetre et compter les pi\u00e8ces de monnaie (Dirham et Euro) \u00e0 partir d&#8217;une <a class=\"mh-excerpt-more\" href=\"https:\/\/yzaz.net\/master\/projet-va\/\" title=\"Projet Vision Artificielle\">[&#8230;]<\/a><\/p>\n<\/div>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/yzaz.net\/master\/wp-json\/wp\/v2\/pages\/640"}],"collection":[{"href":"https:\/\/yzaz.net\/master\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/yzaz.net\/master\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/yzaz.net\/master\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yzaz.net\/master\/wp-json\/wp\/v2\/comments?post=640"}],"version-history":[{"count":6,"href":"https:\/\/yzaz.net\/master\/wp-json\/wp\/v2\/pages\/640\/revisions"}],"predecessor-version":[{"id":646,"href":"https:\/\/yzaz.net\/master\/wp-json\/wp\/v2\/pages\/640\/revisions\/646"}],"wp:attachment":[{"href":"https:\/\/yzaz.net\/master\/wp-json\/wp\/v2\/media?parent=640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}