{"id":17662558,"url":"https://github.com/npatta01/web-deep-learning-classifier","last_synced_at":"2025-08-26T16:07:42.769Z","repository":{"id":54263575,"uuid":"156033513","full_name":"npatta01/web-deep-learning-classifier","owner":"npatta01","description":"Deep Learning model to classify food (Web App)","archived":false,"fork":false,"pushed_at":"2023-05-01T20:26:32.000Z","size":19831,"stargazers_count":137,"open_issues_count":8,"forks_count":90,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-08-20T02:00:53.604Z","etag":null,"topics":["deep-learning","fastai","heroku","neural-network","pytorch"],"latest_commit_sha":null,"homepage":"https://food-img-classifier.herokuapp.com","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/npatta01.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","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":"2018-11-03T23:45:41.000Z","updated_at":"2025-03-03T13:34:24.000Z","dependencies_parsed_at":"2024-10-23T20:37:28.362Z","dependency_job_id":"fdd7e6c4-8fe3-44ab-9f08-7a20635d4548","html_url":"https://github.com/npatta01/web-deep-learning-classifier","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/npatta01/web-deep-learning-classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fweb-deep-learning-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fweb-deep-learning-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fweb-deep-learning-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fweb-deep-learning-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/npatta01","download_url":"https://codeload.github.com/npatta01/web-deep-learning-classifier/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fweb-deep-learning-classifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272235335,"owners_count":24897185,"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":"2025-08-26T02:00:07.904Z","response_time":60,"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":["deep-learning","fastai","heroku","neural-network","pytorch"],"created_at":"2024-10-23T18:22:53.838Z","updated_at":"2025-08-26T16:07:42.751Z","avatar_url":"https://github.com/npatta01.png","language":"Jupyter Notebook","readme":"# Training the Image Classifier \u0026 Creating a Web App\n## Our example:  Food Images Classifier\n\n## Citation Note\nIf you do use our blog or GitHub repos to create your own web or mobile app, we would appreciate it if you would give our work attribution by sharing the below citation:  \n\u003ePattaniyil, Nidhin and Shaikh, Reshama, [Deploying Deep Learning Models On Web And Mobile](https://reshamas.github.io/deploying-deep-learning-models-on-web-and-mobile/), 2019\n\n\nThis project was completed jointly by [Nidhin Pattaniyil](https://www.linkedin.com/in/nidhinpattaniyil/) and [Reshama Shaikh](https://reshamas.github.io).\n\nThe following were used for model **training** (see [requirements.txt](requirements.txt)):    \n- fastai:  version 1.0.42\n- PyTorch:  version  1.0.0\n- Python:  version 3.6\n\nThe following were used for model **deployment**:    \n- Heroku\n- Flask:  version 1.0\n \n\n## Table of Contents\n1.  [Training the Model](docs/1_training.md) using fastai:  [food classifier notebook](https://github.com/npatta01/food-classifier/blob/master/notebooks/1_train.ipynb)\n2.  [Deploying the App on Heroku](docs/2_heroku_app.md):  our web app is [**food-img-classifier.herokuapp.com**](https://food-img-classifier.herokuapp.com)\n3.  Deploying a Mobile App, see this repo:  [npatta01/mobile-deep-learning-classifier](https://github.com/npatta01/mobile-deep-learning-classifier)\n\n\n## Demo\n\n![Demo](assets/demo.gif)\n\n\n \n\n\n \n\n \n \n \n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnpatta01%2Fweb-deep-learning-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnpatta01%2Fweb-deep-learning-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnpatta01%2Fweb-deep-learning-classifier/lists"}