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srijanee's Projects

circle-detection icon circle-detection

Circle Detection: Detects the circles in an image using OpenCV . Implemented in C++. The adjustments are made using trackbars

dga icon dga

A neural network model implemented in MATLAB to predict various faults in transformers using Dissolved Gas Analysis.

newsgroup-classification icon newsgroup-classification

The data and its description is available in UCL data repository. The data has been made available in a format which can be used for classification. There are 2003 news articles belonging to 4 different categories. A naive bayes algorithmis implemented to classify each of the articles into one of news categories.In order to remove zero probabilities Laplace smoothening is done. To take care of underflow issues log likelihood function is used.

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