{"id":30679556,"url":"https://github.com/sofiane87/image-classifier-java","last_synced_at":"2025-09-01T14:12:52.495Z","repository":{"id":27206091,"uuid":"30676829","full_name":"sofiane87/Image-Classifier-Java","owner":"sofiane87","description":"Image Classifier Software","archived":false,"fork":false,"pushed_at":"2017-07-01T17:58:41.000Z","size":14,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2023-02-28T05:46:46.715Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sofiane87.png","metadata":{"files":{"readme":"ReadMe.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-02-12T00:11:57.000Z","updated_at":"2017-12-10T08:24:56.000Z","dependencies_parsed_at":"2022-09-01T19:40:10.098Z","dependency_job_id":null,"html_url":"https://github.com/sofiane87/Image-Classifier-Java","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"purl":"pkg:github/sofiane87/Image-Classifier-Java","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sofiane87%2FImage-Classifier-Java","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sofiane87%2FImage-Classifier-Java/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sofiane87%2FImage-Classifier-Java/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sofiane87%2FImage-Classifier-Java/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sofiane87","download_url":"https://codeload.github.com/sofiane87/Image-Classifier-Java/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sofiane87%2FImage-Classifier-Java/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273137397,"owners_count":25052003,"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","status":"online","status_checked_at":"2025-09-01T02:00:09.058Z","response_time":120,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2025-09-01T14:12:50.131Z","updated_at":"2025-09-01T14:12:52.429Z","avatar_url":"https://github.com/sofiane87.png","language":"Java","readme":"# Image-Classifier-Java\n\nThis repository presents a code that aimed to add a new Image classifier, using Random Forests to **Levis** an *Image classification software* coded by *Mines Paristech*'s Robotics lab : *CAOR*\n\nThe package is composed of two sub_modules : \n* hog : Histogram of Oriented Gradients\n* randomForests : Random Forest Calssifier \n\n## hog :\n\nThis sub-module handles the images **preprocessing**, it takes images as inputs and returns the associated **Histogram of Oriented Gradients**\n\nthis folder contains the follower *java files* : \n\n*  **HOG** : Realize the preprocessing\n*  **HOGPARAM** : stores and returns the parameters of the trees\n*  **Tree** : Builds and store a tree\n\n\n## Random Forests : \n\nAs the name suggests it, this sub-module builds and trains the Random Forest. \n\nthis folder contains the follower *java files* : \n\n* **RandomForest** : Builds and Store the random Forest\n* **RandomForestLearner** : class that trains and update the Random Forest \n* **RF** : root class for *RandomForest* handles simple methods to leave only machine learning related methods to the *RandomForest* class.","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsofiane87%2Fimage-classifier-java","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsofiane87%2Fimage-classifier-java","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsofiane87%2Fimage-classifier-java/lists"}