Intelligent Object Classifier is a web application that uses machine learning to classify objects captured from a webcam in real-time. It leverages the power of TensorFlow.js and a pre-trained model to provide accurate object classification.
Backend Docs
- Real-time object classification using the webcam
- High accuracy with a pre-trained machine learning model
- User-friendly interface
- Nodejs
- Expressjs
- Trained Model
- JavaScript
git clone https://github.com/Amanmandal-M/Intelligent-Object-Classifier.git
cd Backend
npm install / npm i
npm i -g nodemon
node index.js
nodemon index.js
├── index.js
├── tm-my-image-model
| └── metadata.json
| └── model.json
| └── weights.bin
Frontend Docs
├── index.html
├── script.js
├── styles.css
- HTML
- CSS
- JavaScript
git clone https://github.com/Amanmandal-M/Intelligent-Object-Classifier.git
- HTML
- CSS
- JavaScript
- cd Frontend
- Open index.html
- ALT+L+O `Live Server Shortcut Keys`
- Right click on mouse and click `Open with Live Server`