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  1. polyp-segmenation-unet polyp-segmenation-unet Public

    Polyp segmentation using U-Net in PyTorch. This project utilizes the Kvasir-SEG dataset to train and evaluate a deep learning model for accurate segmentation of polyps in endoscopic images.

    Jupyter Notebook 1

  2. persian-literature-classifier persian-literature-classifier Public

    Persian Author Classification: A machine learning project leveraging natural language processing techniques to classify Persian texts by author. The repository contains Jupyter notebooks for both m…

    Jupyter Notebook

  3. Text-Classification-Enhancements Text-Classification-Enhancements Public

    Enhancing Text Classification in Information Retrieval: Evaluating the effectiveness of Naive Bayes classifiers with various word embeddings (Word2Vec, GloVe, FastText) for natural language process…

    Jupyter Notebook

  4. IR-document-ranking IR-document-ranking Public

    An information retrieval system for document ranking. Implementation and evaluation of Okapi BM25, Cosine Similarity, and Language Models for document ranking and retrieval. Includes precision-reca…

    Jupyter Notebook 2

  5. A-CNN-study-based-on-selected-deep-features-for-grapevine-leaves-classification A-CNN-study-based-on-selected-deep-features-for-grapevine-leaves-classification Public

    Jupyter Notebook 2