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nadiahyder's Projects

avl icon avl

An AVL tree implementation.

colorize icon colorize

Produces color images from grayscale Prokudin-Gorskii glass plate images.

cs182 icon cs182

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

facemorphing icon facemorphing

Developed an algorithm to perform face morphing, utilizing dlib's facial landmark detector and delauney triangulation. Produced a morph animation of my face into someone else’s face, computed the mean of a population of faces, and extrapolated from a population mean to create a caricature of myself.

faciallandmarkdetection icon faciallandmarkdetection

Created convolutional neural networks to automatically detect facial keypoints, using PyTorch as the deep learning framework. This project consists of 2 parts: nose tip detection and full facial keypoint detection.

filtersandfrequencies icon filtersandfrequencies

Played around with low and high pass filtering: implemented edge detection, image straightening, sharpening, hybrid images, gaussian and laplacian stacks, and multiresolution blending.

readingzoo icon readingzoo

A JAVA game created to help newly-reading children review basic reading concepts.

sentiment-analysis icon sentiment-analysis

Classifies sentiment of movie reviews as negative or positive using binary Naive Bayes.

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