{"id":15308556,"url":"https://github.com/ezralazuardy/image-classifier","last_synced_at":"2026-01-19T08:01:36.273Z","repository":{"id":38820331,"uuid":"473034948","full_name":"ezralazuardy/image-classifier","owner":"ezralazuardy","description":"🖼️ Simple web app for image classification study purposes","archived":false,"fork":false,"pushed_at":"2023-01-27T11:26:48.000Z","size":2357,"stargazers_count":1,"open_issues_count":6,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-06T13:16:17.393Z","etag":null,"topics":["ml5","p5","vite","vue"],"latest_commit_sha":null,"homepage":"https://imgc.ezralazuardy.com","language":"Vue","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/ezralazuardy.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":"SECURITY.md","support":null}},"created_at":"2022-03-23T04:22:02.000Z","updated_at":"2023-02-21T09:56:38.000Z","dependencies_parsed_at":"2023-02-15T08:30:59.090Z","dependency_job_id":null,"html_url":"https://github.com/ezralazuardy/image-classifier","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/ezralazuardy/image-classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezralazuardy%2Fimage-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezralazuardy%2Fimage-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezralazuardy%2Fimage-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezralazuardy%2Fimage-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ezralazuardy","download_url":"https://codeload.github.com/ezralazuardy/image-classifier/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezralazuardy%2Fimage-classifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28563214,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-19T03:31:16.861Z","status":"ssl_error","status_checked_at":"2026-01-19T03:31:15.069Z","response_time":67,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["ml5","p5","vite","vue"],"created_at":"2024-10-01T08:16:54.085Z","updated_at":"2026-01-19T08:01:36.239Z","avatar_url":"https://github.com/ezralazuardy.png","language":"Vue","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ca href=\"https://imgc.ezralazuardy.com\"\u003e\n  \u003cimg src=\"https://therealsujitk-vercel-badge.vercel.app/?app=imgc.ezralazuardy\" alt=\"Deployment\"\u003e\n\u003c/a\u003e\n\u003ca href=\"https://github.com/ezralazuardy/image-classifier/actions/workflows/codeql-analysis.yml\"\u003e\n  \u003cimg src=\"https://img.shields.io/github/workflow/status/ezralazuardy/image-classifier/CodeQL?label=security\" alt=\"CodeQL Security Analysis\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e\n\u003c/a\u003e\n\u003ca href=\"https://github.com/ezralazuardy/image-classifier/blob/master/LICENSE\"\u003e\n  \u003cimg src=\"https://img.shields.io/github/license/ezralazuardy/image-classifier\" alt=\"License\" target=\"_blank\" rel=\"noopener noreferrer\"\u003e\n\u003c/a\u003e\n\u003ca href=\"https://web.dev/progressive-web-apps\"\u003e\n    \u003cimg alt=\"PWA Support\" src=\"https://img.shields.io/badge/%20pwa-enabled-blueviolet\"\u003e\n\u003c/a\u003e\n\n## 🖼️ Image Classifier\n\nA simple web application to perform an image classification process based on image file input or video stream (webcam). The use case is to classify a **cat** or **dog** object inside the image target.\n\nPreview: [https://imgc.ezralazuardy.com](https://imgc.ezralazuardy.com)\n\n![image](https://user-images.githubusercontent.com/24422019/160217140-f2164c3e-4b86-4839-9769-9275991aeef5.png)\n\n\u003e Get the supervised machine learning model [here](https://teachablemachine.withgoogle.com/models/iDck0-wxs). All of the image model is based on [erkamk/cat-and-dog-images-dataset](https://www.kaggle.com/datasets/erkamk/cat-and-dog-images-dataset).\n\n\u003e This app is written in [Typescript](https://www.typescriptlang.org) using [Vue](https://vuejs.org), [Vuex](https://vuex.vuejs.org), [Vite](https://vitejs.dev), [Volar](https://github.com/johnsoncodehk/volar), [p5](https://p5js.org), [ml5](https://ml5js.org), [Tailwind](https://tailwindcss.com), and [Teachable Machine](https://teachablemachine.withgoogle.com). The project is intended for my Artificial Intelligence coursework at [Diponegoro University](https://ft.undip.ac.id/en/site).\n\n## 🚀 Quick start\n\nRun the application in your local environment.\n\n```bash\ngit clone https://github.com/ezralazuardy/image-classifier.git\ncd image-classifier\ncp .env.example .env\nnpm install\nnpm run dev\n```\n\n\u003e [Node.js](https://nodejs.org) need to be installed in your environment. Internet connection is required to run the app.\n\nThis app is doing it's machine learning computation on client side; powered by [ml5](https://ml5js.org) and integrated with some web technologies such as [p5](https://p5js.org) and [TensorFlow](https://www.tensorflow.org/js). It's better to run this app on desktop client rather than on mobile because of the system resource limitation.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fezralazuardy%2Fimage-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fezralazuardy%2Fimage-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fezralazuardy%2Fimage-classifier/lists"}