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  1. sentiment-analysis-RuSentNE-2023 sentiment-analysis-RuSentNE-2023 Public

    Sentiment analysis of data from the RuSentNE-2023 competition using the RuBERT model, its modifications, and various techniques.

    Jupyter Notebook

  2. intent-classification-for-QA-chatbot intent-classification-for-QA-chatbot Public

    Classification of user intents in their requests to the university QA chatbot using the RuBERT, its modifications, and various techniques.

    Jupyter Notebook

  3. MIPT-campus-satellite-road-network-mapping MIPT-campus-satellite-road-network-mapping Public

    Road maps of the MIPT campus (Moscow Institute of Physics and Technology) and its surroundings are generated from satellite imagery using segmentation models (UNet and DeepLabV3) and road network g…

    Jupyter Notebook

  4. road-objects-detection road-objects-detection Public

    Training detection models (RetinaNet and SSD) to detect road objects, then applying a model to real world traffic video from Moscow.

    Jupyter Notebook