{"id":21640208,"url":"https://github.com/foruck/ml-proj-fer","last_synced_at":"2026-05-06T00:37:25.568Z","repository":{"id":197220410,"uuid":"192193453","full_name":"Foruck/ML-proj-FER","owner":"Foruck","description":"SJTU CS420 Machine Learning final project, created by Liu Xinpeng and Xu Yue. ","archived":false,"fork":false,"pushed_at":"2019-06-17T01:40:58.000Z","size":15,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-06-09T14:09:16.402Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/Foruck.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":"2019-06-16T13:21:21.000Z","updated_at":"2024-05-22T07:22:36.000Z","dependencies_parsed_at":null,"dependency_job_id":"be873da2-ba86-405d-b186-3b12538c3eed","html_url":"https://github.com/Foruck/ML-proj-FER","commit_stats":null,"previous_names":["foruck/ml-proj-fer"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Foruck/ML-proj-FER","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Foruck%2FML-proj-FER","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Foruck%2FML-proj-FER/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Foruck%2FML-proj-FER/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Foruck%2FML-proj-FER/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Foruck","download_url":"https://codeload.github.com/Foruck/ML-proj-FER/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Foruck%2FML-proj-FER/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279064304,"owners_count":26096015,"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":"2025-10-15T02:00:07.814Z","response_time":56,"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":"2024-11-25T04:16:32.544Z","updated_at":"2025-10-15T08:58:19.210Z","avatar_url":"https://github.com/Foruck.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ML-proj-FER\nSJTU CS420 Machine Learning final project, created by Liu Xinpeng and Xu Yue. \n\n## Requirements\n\nPyTorch\nAdverTorch\nNumPy\n\n## Facial Expression Recognition\n\nRun the Jupyter Notebook ***FER.ipynb***, and follow the text instructions.\n\n## Adversarial Attack and Defense\n\nRun ***main.py***. Also open the config.py for configurations.\n\n\n## checkpoints\nOur trained model checkpoints can be found in [Link](https://drive.google.com/drive/folders/1-4PJF1O-yVScJq8WO18jQqNCMX6sQ6y6?usp=sharing)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fforuck%2Fml-proj-fer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fforuck%2Fml-proj-fer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fforuck%2Fml-proj-fer/lists"}