{"id":22042158,"url":"https://github.com/paltaj/cbir_image_deciphers","last_synced_at":"2025-07-11T03:38:16.267Z","repository":{"id":106471878,"uuid":"436047011","full_name":"PalTAJ/CBIR_image_deciphers","owner":"PalTAJ","description":"Content-Based Image Retrieval System using multiple images deciphers for feature extraction","archived":false,"fork":false,"pushed_at":"2021-12-08T00:45:03.000Z","size":12,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-28T19:47:10.557Z","etag":null,"topics":["hog-features-extraction","image-search-engine","phash","search-engine","sift-features","surf-feature-extraction","transfer-learning-with-cnn"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/PalTAJ.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-12-07T22:45:06.000Z","updated_at":"2024-02-09T12:45:23.000Z","dependencies_parsed_at":null,"dependency_job_id":"97902e6f-1a03-4777-9c1e-301665006374","html_url":"https://github.com/PalTAJ/CBIR_image_deciphers","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/PalTAJ%2FCBIR_image_deciphers","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PalTAJ%2FCBIR_image_deciphers/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PalTAJ%2FCBIR_image_deciphers/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PalTAJ%2FCBIR_image_deciphers/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PalTAJ","download_url":"https://codeload.github.com/PalTAJ/CBIR_image_deciphers/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245108957,"owners_count":20562124,"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":["hog-features-extraction","image-search-engine","phash","search-engine","sift-features","surf-feature-extraction","transfer-learning-with-cnn"],"created_at":"2024-11-30T12:11:18.815Z","updated_at":"2025-03-23T13:35:28.384Z","avatar_url":"https://github.com/PalTAJ.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# CBIR_with_images_deciphers\nContent-Based Image Retrieval System using multiple image deciphers for feature extraction\n\nthis is the first step of a larger project to simulate a search engine with larger images dataset, where we will design a testing enviroment for each image decipher and report our results.\nthis current version provide the ability to:\n\n1- index all images with the algorithm of choice \u003cbr\u003e\n2- query the indexies for a matching image\n\n\nimage deciphers utilized: \n\n\nalgorithm | status\n-------|-------\nHOG | :white_check_mark:\nSIFT | :white_check_mark:\nSURF |  :white_check_mark:\npHash |  :white_check_mark:\nTransfer Learning CNNs |  :white_check_mark:\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpaltaj%2Fcbir_image_deciphers","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpaltaj%2Fcbir_image_deciphers","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpaltaj%2Fcbir_image_deciphers/lists"}