https://github.com/matheusadc/trashclassifiernn

The project aims to use a convolutional neural network to classify trash images.
https://github.com/matheusadc/trashclassifiernn

cnn javascript kaggle-dataset teachable-machine tensorflowjs

Last synced: about 1 month ago
JSON representation

The project aims to use a convolutional neural network to classify trash images.

• Host: GitHub
• URL: https://github.com/matheusadc/trashclassifiernn
• Owner: MatheusADC
• Created: 2025-03-22T05:52:38.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-03-22T06:53:48.000Z (about 1 year ago)
• Last Synced: 2025-03-22T07:18:44.913Z (about 1 year ago)
• Topics: cnn, javascript, kaggle-dataset, teachable-machine, tensorflowjs
• Language: JavaScript
• Homepage:
• Size: 11.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
#  Description

The project aims to use a convolutional neural network to classify trash images.

#  Kaggle (Datasets)

[Click here](https://www.kaggle.com/datasets)

#  Teachable Machine

[Click here](https://teachablemachine.withgoogle.com/)

#  Page

![image](https://github.com/user-attachments/assets/c691ceef-3c25-472b-8270-94c1d9d0b880)

#  Site

[Click here](https://trashclassifiernn.onrender.com/)

#  Commands

### Create package.json

```

npm init -y

```

### Install libraries

```

npm install express multer @tensorflow/tfjs-node @teachablemachine/image

```

> [!TIP]

> If the package.json file already contains the libraries, delete the node_modules folder and run the command `npm i`.

### Run server

```

node server.js

```

> [!CAUTION]

> If you encounter the **ERR_DLOPEN_FAILED** error while running the server, reinstall the libraries and run the command `npm audit fix --force`.

> 

> Suggestion: Use node version **20.10.0**.