{"id":15415829,"url":"https://github.com/shilangyu/aif-emotion-detection","last_synced_at":"2025-03-28T03:28:35.139Z","repository":{"id":37993235,"uuid":"473195427","full_name":"shilangyu/AIF-emotion-detection","owner":"shilangyu","description":"Emotion detection project for the Artificial Inteligence Fundamentals course at WUT","archived":false,"fork":false,"pushed_at":"2024-02-11T21:11:16.000Z","size":17930,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-02-02T04:43:47.303Z","etag":null,"topics":["emotion-recognition","jupyter-notebook","tensorflowjs"],"latest_commit_sha":null,"homepage":"http://github.shilangyu.dev/AIF-emotion-detection/","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/shilangyu.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":"2022-03-23T13:15:25.000Z","updated_at":"2024-02-11T20:42:48.000Z","dependencies_parsed_at":"2024-10-21T15:38:48.700Z","dependency_job_id":null,"html_url":"https://github.com/shilangyu/AIF-emotion-detection","commit_stats":{"total_commits":34,"total_committers":2,"mean_commits":17.0,"dds":0.05882352941176472,"last_synced_commit":"1db2bd32a77bfb17a5ff359c24058efcd625ce56"},"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shilangyu%2FAIF-emotion-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shilangyu%2FAIF-emotion-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shilangyu%2FAIF-emotion-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shilangyu%2FAIF-emotion-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/shilangyu","download_url":"https://codeload.github.com/shilangyu/AIF-emotion-detection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245965567,"owners_count":20701696,"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":["emotion-recognition","jupyter-notebook","tensorflowjs"],"created_at":"2024-10-01T17:09:51.346Z","updated_at":"2025-03-28T03:28:35.095Z","avatar_url":"https://github.com/shilangyu.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Emotion detection\n\n[![](https://github.com/shilangyu/AIF-emotion-detection/workflows/image-demo-cd/badge.svg)](https://github.com/shilangyu/AIF-emotion-detection/actions)\n\nFinal rendered report can be found [here](report/report.pdf).\n\nUses [Pipenv](https://pipenv.pypa.io/en/latest/) for python dependency management.\n\n## Text\n\nMore info in [the notebook](./text/text_emotion_detection.ipynb).\n\nIn `text/` install dependencies with `pipenv install`, then start the jupyter notebook with `pipenv run jupyter notebook`.\n\n## Images\n\nMore info in [the notebook](./image/image_emotion_detection.ipynb) and the [demo README](image/demo).\n\nIn `image/` install dependencies with `pipenv install`, then start the jupyter notebook with `pipenv run jupyter notebook`.\n\nThe final model can be found [in the releases tab](https://github.com/shilangyu/AIF-emotion-detection/releases):\n\n- `final_model.h5` - all the final weights for the keras model\n- `tfjs_model.zip` - same model but converted to tensorflow.js using `pipenv run tensorflowjs_converter --input_format keras final_model.h5 tfjs/`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshilangyu%2Faif-emotion-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshilangyu%2Faif-emotion-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshilangyu%2Faif-emotion-detection/lists"}