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1. Image-Classification-with-fully-connected-Neural-Network Image-Classification-with-fully-connected-Neural-Network Public

   • Machine Learning • In this project we focused on comparing a Bayes optimal classifier with neural network models using different methods, including cross-entropy, exponential, and hinge loss func…

   Python

2. Clustering-using-Support-Vector-Machines Clustering-using-Support-Vector-Machines Public

   • Machine Learning • In this project contains code and data for solving problems related to kernel density estimation, classification with kernel-based methods, and clustering using K-Means.

   MATLAB

3. Image-Recovery-using-Generative-Adversarial-Networks Image-Recovery-using-Generative-Adversarial-Networks Public

   • Machine Learning • In this project we aim to reconstruct handwritten digits using neural network models, specifically for the digit '8'.

   MATLAB

4. Robot-writing-via-Reinforcement-Learning Robot-writing-via-Reinforcement-Learning Public

   • Master Thesis • In this project we aim to create a virtual environment of a 2DOF robot learning handwriting via reinforcement learning.

   Python

5. Design-and-evaluation-of-a-navigation-app Design-and-evaluation-of-a-navigation-app Public

   • Human Computer Interaction • In this project we aim to to design an application using the PACT model. The design process entails an analysis of potential users, identification of usage scenarios,…

6. Robot-Pick-and-Place Robot-Pick-and-Place Public

   • Robotics • In this project we aim to program the KUKA robot in a virtual environment using Python to pick up a cube from the conveyor belt and place it into a box on the cart.

   Python