{"id":29315274,"url":"https://github.com/shreyas-bhat/mfr","last_synced_at":"2025-07-07T11:32:04.126Z","repository":{"id":47989212,"uuid":"510667542","full_name":"Shreyas-Bhat/MFR","owner":"Shreyas-Bhat","description":"Explainable mask face recognition using Xcos method and ablation cam","archived":false,"fork":false,"pushed_at":"2022-07-26T09:32:26.000Z","size":19222,"stargazers_count":0,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2023-03-06T06:32:06.512Z","etag":null,"topics":["computer-vision","explainable-ai","face-recognition"],"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/Shreyas-Bhat.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":"2022-07-05T09:21:51.000Z","updated_at":"2022-07-26T09:35:46.000Z","dependencies_parsed_at":"2022-08-12T16:00:58.642Z","dependency_job_id":null,"html_url":"https://github.com/Shreyas-Bhat/MFR","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"purl":"pkg:github/Shreyas-Bhat/MFR","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shreyas-Bhat%2FMFR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shreyas-Bhat%2FMFR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shreyas-Bhat%2FMFR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shreyas-Bhat%2FMFR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Shreyas-Bhat","download_url":"https://codeload.github.com/Shreyas-Bhat/MFR/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shreyas-Bhat%2FMFR/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264069255,"owners_count":23552571,"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":["computer-vision","explainable-ai","face-recognition"],"created_at":"2025-07-07T11:31:19.456Z","updated_at":"2025-07-07T11:32:04.121Z","avatar_url":"https://github.com/Shreyas-Bhat.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MFR\n\n* Working on creating ArcFace-based pipeline for masked face verification. Used computer vision techniques to synthetically generate masked face images in the training data\n* Further, using explainable AI techniques to the model such as Ablation Cam to view the learnt feature maps and representations.\n* Project done as part of BITS F464 Machine Learning. \n\n## Approach\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"images/1.png\" width=\"1000\"/\u003e\n\u003c/p\u003e\n\n## Environment setup\n```\ngit clone git@github.com:Shreyas-Bhat/MFR.git\ncd MFR\n```\n## Training \nPlease move to ```cd src/ ``` before following the steps.\n\n```python main.py```\n## Testing\nThe pretrained weights can be accessed at Google Drive. You can download it and place it under ```../pretrained_model/mfr/```\n\n## Authors \n* Shreyas Bhat\n* Aparajita Guha\n* Tarun Varghese Mathew\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshreyas-bhat%2Fmfr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshreyas-bhat%2Fmfr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshreyas-bhat%2Fmfr/lists"}