{"id":21224221,"url":"https://github.com/admataz/react-native-image-classifier","last_synced_at":"2025-03-15T01:40:46.897Z","repository":{"id":38875306,"uuid":"271894940","full_name":"admataz/react-native-image-classifier","owner":"admataz","description":"Experimental machine learning image classification for mobile with Tensorflow","archived":false,"fork":false,"pushed_at":"2023-01-26T21:42:31.000Z","size":5566,"stargazers_count":2,"open_issues_count":14,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-21T17:34:20.790Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"JavaScript","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/admataz.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":"2020-06-12T21:41:24.000Z","updated_at":"2021-07-30T05:29:15.000Z","dependencies_parsed_at":"2023-02-15T00:32:01.839Z","dependency_job_id":null,"html_url":"https://github.com/admataz/react-native-image-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/admataz%2Freact-native-image-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/admataz%2Freact-native-image-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/admataz%2Freact-native-image-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/admataz%2Freact-native-image-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/admataz","download_url":"https://codeload.github.com/admataz/react-native-image-classifier/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243672369,"owners_count":20328762,"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":[],"created_at":"2024-11-20T22:57:24.194Z","updated_at":"2025-03-15T01:40:46.877Z","avatar_url":"https://github.com/admataz.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Tensorflow React Native Camera Image classifier\n\nThis is an exeriment with the `Camera` capabilities of  [@tensorflow/tfjs-react-native](https://www.npmjs.com/package/@tensorflow/tfjs-react-native) and using my phone's camera to capture and classify images on the fly. It uses the _mobilenet_ model from Tensorflow. \n\nAlso experimented with capturing predictions from [handpose](https://blog.tensorflow.org/2020/03/face-and-hand-tracking-in-browser-with-mediapipe-and-tensorflowjs.html) (see the commented out code)\n\n## To develop/run locally\nMake sure you have [Expo](https://expo.io/learn) installed on your development environment\nYou will need an ios or android device with the Expo client\n\n\n- Check out the code from this repository.\n- In your terminal, `cd` to the project directory.\n- Run `npm install`\n- Run `expo r -c`\n\n\nThe expo tools should launch from where you can build and run the example on your phone.\n\n\n\n![screenshot](./screenshot.png)  ![screenshot2](./screenshot2.png)\n\n### Further reading and links\n\n- [TensorFlow.js for React Native is here! — The TensorFlow Blog](https://blog.tensorflow.org/2020/02/tensorflowjs-for-react-native-is-here.html?m=1)\n- [@tensorflow/tfjs-react-native - npm](https://www.npmjs.com/package/@tensorflow/tfjs-react-native) \n- [TensorFlow.js React Native API](https://js.tensorflow.org/api_react_native/0.2.3/) \n\n\n \n ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadmataz%2Freact-native-image-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadmataz%2Freact-native-image-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadmataz%2Freact-native-image-classifier/lists"}