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1. Autonomous-robot-for-fire-detection Autonomous-robot-for-fire-detection Public

   In this project, a small autonomous robot is being developed for use in a simulated environment to detect fires. The project utilized tools such as You Only Look Once (YOLO) for fire detection, Gaz…

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2. REINFORCE-Actor-Critic-in-Catch-environment REINFORCE-Actor-Critic-in-Catch-environment Public

   This project was the 3rd group assignment of 3 students in Reinforcement Learning course in Leiden University in 2023. We implemented REINFORCE and Actor-Critic algorithms as well as some variation…

   Python

3. Security-in-public-places-through-image-and-video-analysis Security-in-public-places-through-image-and-video-analysis Public

   Video and image analysis with YOLOv4

   Python

4. Sentiment-Analysis-in-Twitter-SemEval-2017 Sentiment-Analysis-in-Twitter-SemEval-2017 Public

   This is the final assignment in Text Mining course in Leiden 2022 implemented by 2 students. . In this work, two neural models are used, a CNN and a bi-LSTM, to solve task 4 of the SemEval competit…

   Jupyter Notebook

5. Interactive-Storytelling-Generator Interactive-Storytelling-Generator Public

   This project develops a co-creative system that generates stories by blending human input with algorithmic creativity. It involves reviewing existing systems, designing and implementing the process…

   HTML

6. Shakespeare-AI-generator Shakespeare-AI-generator Public

   The project aims to develop an AI system that generates sonnets in the style of Shakespeare. This involves studying Shakespeare's poetry to ensure the generated poems follow the specific rules and …

   Jupyter Notebook