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  1. Flood-Area-Segmentation Flood-Area-Segmentation Public

    U-Net based flood area segmentation model trained with Dice loss — Validation Dice Score: 0.8393

    Jupyter Notebook 1

  2. Jutsu Jutsu Public

    A real-time hand gesture-based animation project that brings Naruto and Sasuke effects to life using MediaPipe.

    HTML

  3. the-model-that-doesnt-know the-model-that-doesnt-know Public

    An uncertainty-aware image classification system using ResNet18 to explore out-of-distribution detection with MSP, Energy-Based Detection, and Mahalanobis Distance.

    Jupyter Notebook

  4. unimix_signal-ICA unimix_signal-ICA Public

    Audio source separation using Independent Component Analysis (FastICA) implemented from scratch with NumPy, with PCA comparison and correlation-based evaluation.

    Jupyter Notebook

  5. wafer-guard wafer-guard Public

    Auditing and repairing a wafer anomaly detector with leakage-free preprocessing, PyTorch autoencoders, and realistic imbalanced evaluation

    Jupyter Notebook