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1. Cup_class_detection Cup_class_detection Public

   My master's thesis project repository: Intelligent vision system for product quality inspection.

   Jupyter Notebook 1

2. Connecting-Siemens-PLC-with-Azure-and-Visual-Studio Connecting-Siemens-PLC-with-Azure-and-Visual-Studio Public

   My IOT project for connecting PLC S7-1500 to Azure cloud and visualization of the results in a simple application written in Visual Studio.

   C++ 2 1

3. Flask-Book-Library-REST-API Flask-Book-Library-REST-API Public

   In this project, I build a complete backend application in Flask, write automatic tests and implement a solution on the AWS cloud.

   Python 1

4. Twin-Delayed-DDPG-Implementation Twin-Delayed-DDPG-Implementation Public

   The aim of the project was to propose a robot control task based on reinforcement learning algorithm. The architecture is called Twin-Delayed DDPG (TD3). For animation I used OpenAI Gym.

   Jupyter Notebook

5. A_star_algorithm_and_kinematics A_star_algorithm_and_kinematics Public

   The project task was to model a robot with unicycle kinematics, which finds and moves on a 2D board using the A * algorithm.

   Python 2

6. Autism-spectrum-classification Autism-spectrum-classification Public

   The project task was to implement a ML model in the Python for predicting the autism spectrum in children. I used public dataset and Pandas libary.

   Python 1