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gradio-ui

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This project predicts loan approval outcomes (Approved/Rejected) using a PyTorch neural network. It includes data preprocessing, train/validation/test split, model training with BCEWithLogitsLoss, and inference with probability-based classification.

  • Updated Oct 13, 2025
  • Python

Classifies brain tumors from MRI scans (Glioma, Meningioma, Pituitary) using a fine-tuned ResNet50 model, featuring Grad-CAM heatmaps for explainable AI predictions.

  • Updated Feb 18, 2026
  • Jupyter Notebook

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