Buoy Detection and Localization
Buoy Detection and Localization

Building a model that can detect and locate buoys using YOLO and triangulation

Python
Conditional Generation of Medical Images using VAE
Conditional Generation of Medical Images using VAE

Course project implementing a conditional VAE for generating medical images across multiple modalities (PathMNIST, TissueMNIST, OCTMNIST) with auxiliary classification tasks to structure the latent space.

Python
Identification of gene regulatory network from gene expression time-course data
Identification of gene regulatory network from gene expression time-course data

This project focuses on inferring gene regulatory networks from time-series gene expression data using ordinary differential equations (ODEs).

Python
Learning to accurately throw Paper Planes using Reinforcement Learning
Learning to accurately throw Paper Planes using Reinforcement Learning

This project uses RL and VAEs for paper plane throwing, improving accuracy by leveraging information from previous throws.

Python
Conditional Handwritten Digit Generation
Conditional Handwritten Digit Generation

Investigating Conditional Autoencoders and Conditional Variational Autoencoders for Handwritten Digit Generation.

Python
Semi-automatic Image Annotator
Semi-automatic Image Annotator

Image Annotation Tool with YOLO Bounding Box Suggestions.

Python
Soft Sensor Learning with Probabilistic Logic & Reward Prediction
Soft Sensor Learning with Probabilistic Logic & Reward Prediction

Probabilistic Logic Guided Soft Sensor Learning via Reward Prediction in Markov Decision Processes

PythonDeepProbLog
Data Quality for Machine Learning
Data Quality for Machine Learning

Data Quality for Machine Learning using the example of AIS data.

PythonHTMLvega-liteAltair
IS445 Assignment 10
IS445 Assignment 10

This is my submission for IS445 Assignment 10.

PythonHTMLvega-liteAltair
Visualization Software for a Traffic Management System
Visualization Software for a Traffic Management System

This project is a visualization software for a traffic management system.

Python