{"id":18604490,"url":"https://github.com/amanmandal-m/intelligent-object-classifier","last_synced_at":"2026-04-11T11:01:41.998Z","repository":{"id":180790192,"uuid":"665678332","full_name":"Amanmandal-M/Intelligent-Object-Classifier","owner":"Amanmandal-M","description":"Intelligent Object Classifier is a web application that uses machine learning to classify objects captured from a webcam in real-time. 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It leverages the power of TensorFlow.js and a pre-trained model to provide accurate object classification.\n\n\u003cbr\u003e\n\n\u003cdetails\u003e\n\n\u003csummary\u003eBackend Docs\u003c/summary\u003e\n\n\u003cbr\u003e\n\n\u003ch1 align=\"center\"\u003eIntelligent Object Classifier Backend\u003c/h1\u003e\n\n\u003cbr\u003e\n\n## Features\n\n- Real-time object classification using the webcam\n- High accuracy with a pre-trained machine learning model\n- User-friendly interface\n\n\u003cbr\u003e\n\n## Technologies Used\n\n- Nodejs\n- Expressjs\n- Trained Model\n- JavaScript\n\n## Clone Repository\n\n\u003cbr\u003e\n\n```\ngit clone https://github.com/Amanmandal-M/Intelligent-Object-Classifier.git\n```\n\n\u003cbr\u003e\n\n## Installation\n\n\u003cbr\u003e\n\n```\ncd Backend\n\nnpm install / npm i\nnpm i -g nodemon\n```\n\n\u003cbr\u003e\n\n## Start the Backend server\n\n\u003cbr\u003e\n\n```\nnode index.js\nnodemon index.js\n```\n\n\u003cbr\u003e\n\n##  MVC Structure\n\n```js\n├── index.js\n├── tm-my-image-model\n|    └── metadata.json\n|    └── model.json\n|    └── weights.bin\n```\n\n\u003cbr\u003e\n\n## Backend Deployment URL\n\n\u003ch2\u003e\n    \u003cstrong\u003e\n        \u003ca href=\"https://teachable-machine-backend.onrender.com\"\u003eRender\u003c/a\u003e\n    \u003c/strong\u003e\n\u003c/h2\u003e\n\n\u003cbr\u003e\n\n\u003c/details\u003e\n\n\u003cbr\u003e\n\n\u003cdetails\u003e\n\n\u003csummary\u003eFrontend Docs\u003c/summary\u003e\n\n\u003cbr\u003e\n\n\u003ch1 align=\"center\"\u003eIntelligent Object Classifier Frontend\u003c/h1\u003e\n\n\u003cbr\u003e\n\n##  Folder Structure\n\n```js\n├── index.html\n├── script.js\n├── styles.css\n```\n\n\u003cbr\u003e\n\n## Technologies Used\n\n- HTML\n- CSS\n- JavaScript\n\n## Clone Repository\n\n\u003cbr\u003e\n\n```\ngit clone https://github.com/Amanmandal-M/Intelligent-Object-Classifier.git\n```\n\n\u003cbr\u003e\n\n### Prerequisites\n\n- HTML\n- CSS\n- JavaScript\n\n\u003cbr\u003e\n\n## Start the Frontend\n\n\u003cbr\u003e\n\n```js\n - cd Frontend\n - Open index.html\n - ALT+L+O `Live Server Shortcut Keys`\n - Right click on mouse and click `Open with Live Server`\n```\n\n## Frontend Deployment URL\n\n\u003ch2\u003e\n    \u003cstrong\u003e\n        \u003ca href=\"https://object-identifier.netlify.app/\"\u003eNetlify\u003c/a\u003e\n    \u003c/strong\u003e\n\u003c/h2\u003e\n\n\u003c/details\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famanmandal-m%2Fintelligent-object-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Famanmandal-m%2Fintelligent-object-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famanmandal-m%2Fintelligent-object-classifier/lists"}