Projects

Diffusion Models

This repo is a basic implementation of Diffusion Model to understand how diffusion works. This is the outcome of project course How Diffusion Models Work that I completed.

Jun 25, 2024

Learn-LLMs

This Project is result of getting a hands-on experience of using different LLM models and tools. I am going to use a lot of tools and practice with small projects that will grow as I apply the new knowledge acquired. This repo is going to be a basic implementation of different LLMs to understand the finetuning, data preparation, evaluation & other techniques related to/of LLMs.

May 15, 2024

Human Action Recognition (HAR)

Investigating the performance of different deep learning models and their ensembles used for HAR in still images.

Aug 23, 2023

Mini-RayTracer

Developing simple ray tracing engine in C++.

May 15, 2023

Object Detection

In this notebook we will go over on how to train a object detection model on custom dataset using TensorFlow Object Detection API 2. For this purpose I used Oxford Pets dataset. We will monitor model training using TensorBoard.

Nov 28, 2022

Easy Flappy Bird

This repo is simple implementation of Flappy Bird game using Unity and C# for learning purpose.

Nov 25, 2022

Covid19 Detection

This project is aimed at covid19 detection using pretrained ResNet50 model.

Nov 22, 2022

Synthetic Dataset Creation

This repo is simple demo of synthetic data creation using Blender and Python.

Oct 22, 2022

Ludwig-Palette: an AR painting game

Objective of game is to help visitors of the Ludwig church, a historical church in Saarbrücken, explore the environment of the church in an entertaining way, we have created an AR-enabled painting app to be played inside the church. Players of this game need to walk to the different areas of the church while painting the surfaces. The app is developed using Unity and Vuforia engine.

Sep 15, 2022

Chatbot - Villa Nennig

This chatbot helps the user throughout their journey of visiting a museum of the Roman Villa Nennig! We developed this chatbot using Google Cloud, Dialogflow Essentials and Telegram.

Sep 15, 2022