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  1. Structure-from-Motion- Structure-from-Motion- Public

    This project implements a complete Structure from Motion (SfM) pipeline, transforming a collection of 2D photographs into an interactive 3D experience, including sparse point cloud generation and a…

    Jupyter Notebook

  2. Transfer-learning Transfer-learning Public

    Transfer learning demo: pretrain a CNN backbone on CIFAR-10, then fine-tune on EMNIST Letters with layer freezing — includes training curves, misclassifications, and ablations (BN/dropout/global po…

    Jupyter Notebook

  3. Multithreaded-yolov8-onnx-detector Multithreaded-yolov8-onnx-detector Public

    Multi-threaded C++ YOLOv8 ONNX vehicle detection pipeline with producer–consumer frame queue, and configurable thresholds.

    C++

  4. CNN-GradCAM-PCA CNN-GradCAM-PCA Public

    Analysis of CNN architectures, Grad-CAM interpretability, and PCA-based preprocessing.

    Jupyter Notebook

  5. Liver-Tumor-Segmentation Liver-Tumor-Segmentation Public

    Deep learning project implementing U-Net, Autoencoder (AE), and Denoising Autoencoder (DAE) for liver tumor segmentation on the LiTS17 dataset.

    Jupyter Notebook

  6. VAE-GANs VAE-GANs Public

    Jupyter Notebook