https://github.com/amanmandal-m/intelligent-object-classifier

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.
https://github.com/amanmandal-m/intelligent-object-classifier

css express-js html javascript machine-learning node-js tensorflow-js

Last synced: about 8 hours ago
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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.

• Host: GitHub
• URL: https://github.com/amanmandal-m/intelligent-object-classifier
• Owner: Amanmandal-M
• Created: 2023-07-12T18:39:33.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-07-19T19:55:56.000Z (over 1 year ago)
• Last Synced: 2024-04-09T14:57:34.528Z (7 months ago)
• Topics: css, express-js, html, javascript, machine-learning, node-js, tensorflow-js
• Language: JavaScript
• Homepage: https://object-identifier.netlify.app/
• Size: 1.89 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
Intelligent Object Classifier


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




Intelligent Object Classifier Backend





## Features

- Real-time object classification using the webcam

- High accuracy with a pre-trained machine learning model

- User-friendly interface




## Technologies Used

- Nodejs

- Expressjs

- Trained Model

- JavaScript

## Clone Repository




```

git clone https://github.com/Amanmandal-M/Intelligent-Object-Classifier.git

```




## Installation




```

cd Backend

npm install / npm i

npm i -g nodemon

```




## Start the Backend server




```

node index.js

nodemon index.js

```




##  MVC Structure

```js

├── index.js

├── tm-my-image-model

|    └── metadata.json

|    └── model.json

|    └── weights.bin

```




## Backend Deployment URL



    

        Render

    









Frontend Docs




Intelligent Object Classifier Frontend





##  Folder Structure

```js

├── index.html

├── script.js

├── styles.css

```




## Technologies Used

- HTML

- CSS

- JavaScript

## Clone Repository




```

git clone https://github.com/Amanmandal-M/Intelligent-Object-Classifier.git

```




### Prerequisites

- HTML

- CSS

- JavaScript




## Start the Frontend




```js

 - cd Frontend

 - Open index.html

 - ALT+L+O `Live Server Shortcut Keys`

 - Right click on mouse and click `Open with Live Server`

```

## Frontend Deployment URL



    

        Netlify