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1. Real-Time-Image-Analysis-and-Auditory-Guidance-for-the-Visually-Impaired Real-Time-Image-Analysis-and-Auditory-Guidance-for-the-Visually-Impaired Public

   This project focuses on creating an interactive image analysis and feedback system tailored for visually impaired users. By leveraging the BLIP model from Salesforce, the system is capable of proce…

   Python

2. CUDA-Kernels CUDA-Kernels Public

   The primary aim of this project was to assess the performance bottlenecks introduced by high-level machine learning frameworks like PyTorch, and to explore how much speedup could be achieved by imp…

   Cuda

3. Forecasting-Surface-water-and-Groundwater-Level-in-Florida-using-Advanced-ML-Approaches Forecasting-Surface-water-and-Groundwater-Level-in-Florida-using-Advanced-ML-Approaches Public

   This study investigates deep learning models for forecasting surface water discharge and groundwater levels at stations in Florida. Comparing models like LSTM, NHITS, and Informer, NHITS consistent…

   Jupyter Notebook

4. Airline_Analysis Airline_Analysis Public

   The airline_analysis project is a comprehensive data analysis platform that processes airline-related data to provide valuable insights and trends. Through robust back-end data processing and front…

   JavaScript

5. Advancing-Soil-Temperature-Forecasts-An-Integrated-Evaluation-of-IVS-Techniques Advancing-Soil-Temperature-Forecasts-An-Integrated-Evaluation-of-IVS-Techniques Public

   This study pioneers an evaluation of feature selection techniques to enhance soil temperature forecasting using various deep learning models namely MLP, LSTM and NBEATS.

   Jupyter Notebook

6. CinemaMatch-Personalized-Movie-Recommender-with-Sentiment-Insights CinemaMatch-Personalized-Movie-Recommender-with-Sentiment-Insights Public

   CinemaMatch is a content-based recommendation system that suggests movies aligned with a user’s preferences and tastes. By analyzing movie metadata and applying sentiment analysis to user reviews, …

   Jupyter Notebook