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  1. text-classification text-classification Public

    Classify documents using custom naïve bayes model

    Jupyter Notebook

  2. word-embedding word-embedding Public

    Question answering using word embedding models (Word2vec , fastText , Glove)

    Jupyter Notebook

  3. text-classifier-algorithms text-classifier-algorithms Public

    Efficiently classify documents using diverse classifier algorithms, with a strong emphasis on optimizing performance metrics, especially the macro F1 score.

    Jupyter Notebook

  4. makeup-products-object-detection makeup-products-object-detection Public

    Develop an object detection model capable of identifying specific types of products that’s related to Makeup and beauty from TikTok videos. This includes scraping videos, refining data, annotating …

    Jupyter Notebook

  5. car-price-prediction car-price-prediction Public

    Use different models to predict car prices using web scraping

    Jupyter Notebook

  6. custom-image-augmentation custom-image-augmentation Public

    Perform custom data augmentation on image datasets with bounding box adjustments for object detection tasks , Built from scratch to enhance the diversity of training data.

    Jupyter Notebook