Rehan Zuberi's Projects
Evaluating the behavioural changes of the OpenAI cart pole task solved with a Full Microbial Genetic Algorithm
Create a machine learning model that can Segment, Classify and Track (SCT) cells.
Distilling Cellpose into more efficient models
A Computer Vision research assignment to design a model to predict the coordinates of facial features (nose, eyes, mouth, etc.) from a dataset of images of faces.
Marupeke is a grid-based game where you essentially play Tic-Tac-Toe against yourself.
A Flask web app made to easily sort through correct temporally cell matches with results taken and posted to a MySQL database.
Binary classification task on features collected by a CNN on images that humans marked as memorable or not
Creating a Napari plugin to perform tracking operations in live cell images
A number guessing game in Python 3
Planet Donut is a simulation of robots searching for ressources on a "donut-shaped planet", such as the map is looping on itself.
React version of Argon Dashboard
A web scraper in Python 3 used to retrieve images from a locally hosted website. The source python code can be easily modified to get html from any URL.
Github account's config files
Review of current papers covering computational efficiency in Computer Vision, specifically for cell segmentation and tracking.
A discovery Spring Boot demo project creating an updatable student database.
Exercises manipulating, retrieving and filtering data entries from an example hospital database
Exploring the impact of the number of tournaments and crossover probability on the fitness of Full Microbial Genetic Algorithms.
Making a u_net to segment, classify and track cells
Combining multiple cell analysis tasks into one Machine Learning model.