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1. Image-SegmentationImage-SegmentationPublic

   Deep Convolutional Encoder-Decoder Architecture implemented along with max-pooling indices for pixel-wise semantic segmentation using CamVid dataset.

   Jupyter Notebook

2. Text-Classification-BERTText-Classification-BERTPublic

   Program performs text classification using BERT vector with Logistic Regression and Neural Network Models.

   HTML 1

3. Social-Network-AnalysisSocial-Network-AnalysisPublic

   Program performs social network analysis on more than 200 Twitter users.

   Jupyter Notebook 8 1

4. Camera-CalibrationCamera-CalibrationPublic

   Program for non-planar camera calibration, mean square error, RANSAC algorithm, and testing with & without noisy data using extracted 3D world and 2D image feature points.

   Jupyter Notebook 4

5. Fake-News-ClassificationFake-News-ClassificationPublic

   Given the title of a fake news article A and the title of a coming news article B, program classifies B into agree, disagree, and unrelated.

   HTML

6. Big-Data-Processing-PipelineBig-Data-Processing-PipelinePublic

   A pipeline that consumes twitter data to extract meaningful insights about a variety of topics using the following technologies: twitter API, Kafka, MongoDB, and Tableau.

   Python 3 4