{"id":13436214,"url":"https://github.com/MartinHjelm/fishercaffe","last_synced_at":"2025-03-18T20:31:01.943Z","repository":{"id":83416582,"uuid":"59421335","full_name":"MartinHjelm/fishercaffe","owner":"MartinHjelm","description":"C++ training and testing code for an SVM using Vlfeat fisher vectors together with possible other features.","archived":false,"fork":false,"pushed_at":"2016-06-29T23:22:59.000Z","size":11,"stargazers_count":14,"open_issues_count":1,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-10-27T20:18:46.793Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MartinHjelm.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,"governance":null}},"created_at":"2016-05-22T16:06:00.000Z","updated_at":"2022-04-20T00:33:53.000Z","dependencies_parsed_at":"2023-03-12T18:23:39.224Z","dependency_job_id":null,"html_url":"https://github.com/MartinHjelm/fishercaffe","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MartinHjelm%2Ffishercaffe","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MartinHjelm%2Ffishercaffe/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MartinHjelm%2Ffishercaffe/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MartinHjelm%2Ffishercaffe/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MartinHjelm","download_url":"https://codeload.github.com/MartinHjelm/fishercaffe/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244301346,"owners_count":20430925,"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":"2024-07-31T03:00:45.560Z","updated_at":"2025-03-18T20:31:01.574Z","avatar_url":"https://github.com/MartinHjelm.png","language":"C++","funding_links":[],"categories":["Uncategorized"],"sub_categories":["Uncategorized"],"readme":"# Fisher Caffe\nC++ implementation of learning Fisher vectors using VlFeat. In addition the fisher vector can be concatenated with another feature vector such as a Caffe layer etc. \n\n## Requirements\n* CMake\n* Boost\n* Eigen\n* OpenCV\n* \u003ca href=http://www.vlfeat.org/\u003eVlFeat\u003c/a\u003e\n\n## Training\n* Extract Dense SIFTs from a set of labeled images\n* PCA Project\n* Compute GMM using EM\n* Compute Fisher Vector for the images from the trained GMM\n* Add additional features.\n* Train one-against-many linear SVM for each class\n\n## Test\n* Extract Dense SIFTs from the set of test images\n* PCA Project\n* Compute Fisher Vector for the images from the trained GMM\n* Add additional features.\n* Classify using linear SVM\n\n\nThis code is provided as is. If you notice any errors or bugs file a request or inbox me. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMartinHjelm%2Ffishercaffe","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FMartinHjelm%2Ffishercaffe","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMartinHjelm%2Ffishercaffe/lists"}