- Real-time vehicle tracking across transport types. Advanced geospatial data visualization. Performance analytics for Berlin transit. Interactive dashboards with trend analysis. GeoJSON route mapping and efficiency ranking.
Comprehensive real-time data collection and monitoring system for Berlin's public transportation network, providing advanced analytics, live tracking, and interactive visualizations.
- 〔0〕 Python
- 〔1〕 FastAPI
- 〔2〕 PostgreSQL
- 〔3〕 Redis
- 〔4〕 Docker
- 〔5〕 Plotly
- 〔6〕 Pandas
- Progressive curriculum across 5 learning tracks. Generative AI models and creative coding. Advanced ML techniques with LSTM and GANs. nteractive visual programming with TouchDesigner. Comprehensive documentation with Sphinx.
Interactive educational platform that bridges NumPy fundamentals to advanced AI and generative art through visual programming and creative coding.
- 〔0〕 Python
- 〔1〕 NumPy
- 〔2〕 Sphinx
- 〔3〕 Jupyter
- 〔4〕 StyleGAN2
- 〔5〕 LSTM
- 〔6〕 GANs
- 〔7〕 TouchDesigner
- YOLOv8 real-time object detection. ptimized webcam streaming performance. Built interactive user interface. Achieved high detection accuracy.
Real-time object detection using YOLOv8 and a webcam feed. Detects and classifies objects live with high accuracy and performance.
- 〔0〕 Python
- 〔1〕 OpenCV
- 〔2〕 YOLOv8
- 〔3〕 Ultralytics
- Lightweight AI models for drone surveillance. Optimized for low-visibility conditions. Multiple detection architecture comparison. chieved real-time performance on edge devices.
Robust Object Detection for Surveillance Drones in Low-Visibility Environments Using Lightweight AI Models. Master's thesis project focusing on optimized AI models for drone surveillance.
- 〔0〕 TensorFlow
- 〔1〕 YOLOv5
- 〔2〕 YOLOv8
- 〔3〕 OpenCV
- 〔4〕 Python