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zainakh's Projects

fourier-adversarial icon fourier-adversarial

Explore the defintiion of an adversarial attack. Construct an attack that will greatly increase the reconstruction error in an image reconstruction network (currently looking at U-Nets).

icru_2019 icon icru_2019

Code for ICRU Research Fellowship for 2019. Contains scripts for cleaning the initial datasets, the word embedding generations, and the network creations for each dataset.

icru_2020 icon icru_2020

This repository includes scripts used in construction of attacks and detection methods for adversarial attacks being researched.

magnetometer-data icon magnetometer-data

Meant to collect limb data from small magnets attached to pup that are placed above four QMC5883L magnetometers. The Arduino also features a TCA9548A I2C multiplexer to manage the four identical magnetometers. This also communicates with the Tucker Davis Technologies RZ2 to display when the data collection is active.

maptrek-poc icon maptrek-poc

Automated Twilio messages sent at scheduled times as a proof of concept for a larger project.

places-analysis icon places-analysis

As part of the CDC local data for better health, or PLACES, project, data across the US was released regarding health outcomes, unhealthy behaviors, and prevention on a ZIP code level. This repo aims to analyze that data.

scan-tensorflow icon scan-tensorflow

A Tensorflow implementation of DeepMind's Symbol-Concept Association Network(SCAN: Learning Abstract Hierarchical Compositional Visual Concepts)

scarlethacks icon scarlethacks

This project utilizes openCV to continually scan the input frames of a camera to search for logos. If a logo is found, Honey.com is scraped for promotional codes for that brand.

zainakh.github.io icon zainakh.github.io

Personal website made using the Leonids Jekyll theme. Contains information about my interests, projects I have done, and ways to reach me.

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