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Streamlit app for geometric shape classification using CNN

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🔷 Geometric Shape Classifier

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


🚀 Live Demo

👉 https://4b7txcqc5pjq25qxgjvbnu.streamlit.app/

📌 Note: If the app doesn’t load immediately, click on "Wake up / Get this app back up" and wait a few seconds ⏳ — it will run normally.


📌 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

⚙️ Technologies Used

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

🌐 Deployment

Deployed using Streamlit Community Cloud.


📸 App Preview

App Screenshot

👤 Author

Sabrin Kater

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Streamlit app for geometric shape classification using CNN

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