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Chandni Patel's Projects

.net-apps icon .net-apps

Games demonstrating understanding of C#.NET Framework and Object-Oriented programming (2018).

big-data-processing-pipeline icon big-data-processing-pipeline

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.

camera-calibration icon camera-calibration

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.

convolutional-neural-network icon convolutional-neural-network

Program implements a convolutional neural network for classifying images of numbers in the MNIST dataset as either even or odd using GPU framework.

corner-detection icon corner-detection

Program for Harris Corner Detection with non-maximum Suppression, HOG Feature Extraction, Feature Comparison, Gaussian Noise and Smoothing.

fake-news-classification icon fake-news-classification

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.

image-processing icon image-processing

Program to perform simple image manipulation like smoothing, rotating, downsampling, detecting edges (x derivative, y derivative and magnitude of gradients), and plotting the gradient vectors.

image-segmentation icon image-segmentation

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

natural-language-processing icon natural-language-processing

NLP implementations like information-theoretic measures of distributional similarity, text preprocessing using shell commands, Naive Bayes text categorization model, Cocke-Younger-Kasami parsing.

text-classification-bert icon text-classification-bert

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

transfer-loss-nlp icon transfer-loss-nlp

Program to analyze transfer loss across domains using TF-IDF vectors with Chi squared into logistic regression model.

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