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segmentation

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🐾 Implement a U-Net model for pet image segmentation, accurately classifying pets, backgrounds, and borders using the Oxford-IIIT Pet dataset.

  • Updated Dec 13, 2025
  • Jupyter Notebook

🧠 Implement U-Net in PyTorch for effective binary image segmentation, focusing on brain tumor detection with a complete pipeline from data prep to evaluation.

  • Updated Dec 13, 2025
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The efficient alternative to Neural Networks. Implements SLRM (Segmented Linear Regression Model) for neural compression and non-linear data modeling, achieving high precision with a fraction of the parameters of a traditional ANN.

  • Updated Dec 13, 2025
  • HTML

🏦 Build a complete data engineering workflow for a banking system, showcasing ETL processes, data transformations, and an interactive financial dashboard.

  • Updated Dec 13, 2025
  • Python

🧠 Automate brain tumor detection with deep learning techniques for accurate diagnosis, enhancing treatment planning and patient outcomes.

  • Updated Dec 13, 2025
  • Jupyter Notebook

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