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  1. Italian-English-Translation-with-Seq2Seq-Attention Italian-English-Translation-with-Seq2Seq-Attention Public

    Sequence-to-Sequence Neural Machine Translation with Attention Mechanisms (Dot, General, Concat) using TensorFlow and GloVe. Includes BLEU evaluation and attention visualization.

    Jupyter Notebook 1

  2. Segmentation-of-Indian-traffic Segmentation-of-Indian-traffic Public

    implementation of two deep learning models—UNet and a custom-built CANet—for semantic segmentation of Indian traffic scenes. Using the India Driving Dataset, the goal is to accurately segment vario…

    Jupyter Notebook

  3. Spoken-Digit-Recognition Spoken-Digit-Recognition Public

    Bidirectional LSTM model trained to recognize spoken digits using spectrograms

    Jupyter Notebook

  4. MLOps-Practice-in-MNIST-dataset MLOps-Practice-in-MNIST-dataset Public

    A complete MLOps pipeline for MNIST digit classification using TensorFlow, DVC, MLflow, Docker, and FastAPI — trained, versioned, and deployed to the cloud as part of an end-to-end learning project.

    Python