{"id":26339199,"url":"https://github.com/meeehdi-dev/characterrecognition","last_synced_at":"2025-03-16T03:16:39.363Z","repository":{"id":91779048,"uuid":"47624448","full_name":"meeehdi-dev/CharacterRecognition","owner":"meeehdi-dev","description":null,"archived":false,"fork":false,"pushed_at":"2016-01-11T18:38:59.000Z","size":50541,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2023-06-15T22:25:47.732Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/meeehdi-dev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-12-08T13:40:16.000Z","updated_at":"2016-01-11T18:39:00.000Z","dependencies_parsed_at":"2023-03-17T16:15:41.245Z","dependency_job_id":null,"html_url":"https://github.com/meeehdi-dev/CharacterRecognition","commit_stats":null,"previous_names":["meeehdi-dev/characterrecognition"],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/meeehdi-dev%2FCharacterRecognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/meeehdi-dev%2FCharacterRecognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/meeehdi-dev%2FCharacterRecognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/meeehdi-dev%2FCharacterRecognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/meeehdi-dev","download_url":"https://codeload.github.com/meeehdi-dev/CharacterRecognition/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243818130,"owners_count":20352629,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-03-16T03:16:38.573Z","updated_at":"2025-03-16T03:16:39.356Z","avatar_url":"https://github.com/meeehdi-dev.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **CharacterRecognition**\n\nCe logiciel permet d'effectuer de la reconnaisse de caractères dactylographiés grâce à la librairie **OpenCV**.\nIl a été développé par *Mehdi MHIRI* et *Bastien DELAVIS* dans le cadre d'un projet pour le Master 2 ILSEN du CERI.\n\n---\n\n## Installation\n\n\u003e **Dépendances:**\n\n\u003e - CMake 3.0 ou mieux\n\u003e - OpenCV 3.0.0 ou mieux\n\nAfin d'installer ce projet, effectuez les commandes suivantes:\n```\n./extract.sh\t# Extrait les données compressées\ncmake .\t\t\t# Vérifie qu'OpenCV est bien installé puis crée le Makefile\nmake\t\t\t# Compile le code source vers l'exécutable bin/CR\n```\n\n---\n\n## Utilisation\n\nLe logiciel fonctionne en ligne de commandes et son comportement peut être modifié grâce à des paramètres.\nAfin de connaître les différents paramètres disponibles, tapez:\n```\n./bin/CR\n```\nUn modèle pré-entrainé est fourni avec le projet, pour l'utiliser et prédire l'image *img/text.png*, tapez:\n```\n./bin/CR -load full.mdl -predict\n```\nIl devrait transcrire l'alphabet en se trompant sur la lettre i majuscule qu'il va confondre avec un l minuscule (ce qui, hors contexte, peut arriver à un humain aussi, tout comme la différence entre un zéro et la lettre O, selon les polices).\n\nCe modèle a été généré grâce à la commande:\n```\n./bin/CR -process -samples 1016 -save -test\n```\nLe modèle a été généré en *27 minutes*, en fournissant lors du test un taux de réussite de *78.5%*.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmeeehdi-dev%2Fcharacterrecognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmeeehdi-dev%2Fcharacterrecognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmeeehdi-dev%2Fcharacterrecognition/lists"}