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Sumaya A. Altuwairqi's Projects

dog-breed-classifier icon dog-breed-classifier

This project about how to build a pipeline to process real-world, user-supplied images. Given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

generate-faces icon generate-faces

Define two adversarial networks, a generator and discriminator, and train them until you can generate realistic faces.

generate-tv-scripts icon generate-tv-scripts

Generate TV Scripts Generate a TV script by defining and training a recurrent neural network.

human-self-learning-anomaly icon human-self-learning-anomaly

Code for the paper "Human Activity Analysis: Iterative Weak/Self-Supervised Learning Frameworks for Detecting Abnormal Events", IJCB 2020

imdb-sentiment-analysis-model icon imdb-sentiment-analysis-model

This project will build and deploy a neural network that predicts the sentiment of a user-provided movie review. In addition, will create a simple web app that uses your deployed model.

predicting-bike-sharing-data icon predicting-bike-sharing-data

This project about how to build and train the Neural Network from scratch to predict the number of bike-share users on a given day.

svt icon svt

Official repository for "Self-Supervised Video Transformer" (CVPR'22)

vega icon vega

A visualization grammar.

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