Highlights
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Master-Thesis
Master-Thesis Public🎓 MSc AI Engineering | 🚁 RL-based drone wildlife monitoring | Balancing observation quality with animal disturbance
Jupyter Notebook 3
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Four-Rooms
Four-Rooms PublicThis project studies how PPO with RND can solve sparse reward grid worlds under partial observability. Intrinsic motivation improves exploration and speeds up learning.
Python
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HoopVision
HoopVision PublicA full CV basketball analytics system powered by YOLOv12, ByteTrack, SuperPoint/LightGlue, FastAPI, MongoDB, minIO, Prometheus and Grafana to turn raw basketball broadcast footage into rich spatial…
Jupyter Notebook 1
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Osaka-Shopping-Mall
Osaka-Shopping-Mall PublicThe project applies a Graph Attention Network to graph structured pedestrian data and analyzes how model settings influence trajectory prediction accuracy.
Jupyter Notebook
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