Skip to content

Latest commit

Β 

History

13 Commits

Folders and files

NameName
Last commit message
Last commit date
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 

Repository files navigation

πŸ”· Geometric Shape Classifier

A web application built with Streamlit to classify geometric shapes using a trained CNN deep learning model.


πŸš€ Live Demo

πŸ‘‰ https://4b7txcqc5pjq25qxgjvbnu.streamlit.app/

πŸ“Œ Note: If the app doesn’t load immediately, click on "Wake up / Get this app back up" and wait a few seconds ⏳ β€” it will run normally.


πŸ“Œ Features

  • Upload an image from your device
  • Predict the geometric shape
  • Display prediction confidence
  • Show class probabilities
  • Simple and user-friendly interface

🧠 Model Details

  • Built using TensorFlow / Keras
  • Based on a Convolutional Neural Network (CNN)
  • Input images are resized to 128x128

βš™οΈ Technologies Used

  • Python
  • Streamlit
  • TensorFlow
  • NumPy
  • Pillow
  • gdown

🌐 Deployment

Deployed using Streamlit Community Cloud.


πŸ“Έ App Preview

App Screenshot

πŸ‘€ Author

Sabrin Kater

About

Streamlit app for geometric shape classification using CNN

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages