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focused on enhancing
SGAN for Nuclei Detection on Breast Cancer Histopathology Images
Advanced Computer Vision (CS740)
This work refines an SGAN to evaluate if it could achieve comparable or better performance to state-of-the-art approaches in nuclei detection. Built using Python (Keras and Tensorflow as backend).
Topic modeling using LDA (Latent Dirichlet Allocation)
CS632V Big Data and Analytics
A script that automatically infers the topics discussed in a collection of documents. Built using Python.
Vehicle Detecting Method Based on Gaussian Mixture Models and Blob Analysis
CS631T Computer Vision
A vehicle detection method that provides relevant information about traffic patterns, crash occurrences and traffic peak times in roadways. Built using MATLAB R2017a.