{"id":17662560,"url":"https://github.com/npatta01/mobile-deep-learning-classifier","last_synced_at":"2025-10-17T01:44:15.858Z","repository":{"id":38960939,"uuid":"156447199","full_name":"npatta01/mobile-deep-learning-classifier","owner":"npatta01","description":"Tutorial on building and deploying a Mobile Deep Learning Classifier for food","archived":false,"fork":false,"pushed_at":"2022-12-08T17:38:42.000Z","size":14713,"stargazers_count":65,"open_issues_count":19,"forks_count":28,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-28T16:03:20.836Z","etag":null,"topics":["cross-platform","deep-learning","expo","fastai","food-classification","mobile","mobile-app","pytorch","react-native"],"latest_commit_sha":null,"homepage":"https://food-img-classifier.herokuapp.com/","language":"TypeScript","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":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-11-06T21:01:16.000Z","updated_at":"2024-05-23T14:53:39.000Z","dependencies_parsed_at":"2022-08-26T02:12:20.705Z","dependency_job_id":null,"html_url":"https://github.com/npatta01/mobile-deep-learning-classifier","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/npatta01%2Fmobile-deep-learning-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fmobile-deep-learning-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fmobile-deep-learning-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fmobile-deep-learning-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/npatta01","download_url":"https://codeload.github.com/npatta01/mobile-deep-learning-classifier/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251342721,"owners_count":21574244,"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":["cross-platform","deep-learning","expo","fastai","food-classification","mobile","mobile-app","pytorch","react-native"],"created_at":"2024-10-23T18:22:54.619Z","updated_at":"2025-10-17T01:44:10.801Z","avatar_url":"https://github.com/npatta01.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Creating a Mobile App \nThis repo contains a template for building a deep learning mobile 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\nHere is a link to a demo of our mobile app on [YouTube](https://www.youtube.com/watch?v=7d2qFLeYvRc\u0026t=1s)\n\n![Demo](docs/images/demo.gif)\n\n## Tools\nThe following were used for mobile model **deployment**:    \n1. Expo (React Native)\n2. XCode (optional)\n3. Web app deployed on heroku \n\n\n\n## Assumptions\n- a deep learning model served as a web app that responds to \n/api/classify\n/api/classes\n\n\n## Setup \nDetailed Walkthrough [Link](docs/2_expo_app.md)\n\n\n\n## Author\nThis project was completed jointly by [Nidhin Pattaniyil](https://www.linkedin.com/in/nidhinpattaniyil/) and [Reshama Shaikh](https://reshamas.github.io).\n\nFeel free to reach out with questions/suggestions.\n \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnpatta01%2Fmobile-deep-learning-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnpatta01%2Fmobile-deep-learning-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnpatta01%2Fmobile-deep-learning-classifier/lists"}