Binary Tumor Classification Model with TensorFlow, Streamlit and Convolutional Neural Networks

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Multi - Classification Model with TensorFlow and CNN

The Binary Model predicts if a given Tumor Image is either Malignant or Benign. The Model uses the CNN Architecture, built with TensorFlow.

Check-it out

Test it by running the app.py file, built with Streamlit. Remember first to Train the Model using the Tumor Images Dataset.

Run

streamlit run app.py

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Resources

• Tumors Dataset: https://www.kaggle.com/datasets/paultimothymooney/breast-histopathology-images

• Code: https://github.com/mendez-luisjose/Binary-Tumor-Classification-Model-with-TensorFlow-and-CNN