Introduction to ITS
The labs are in a hybrid format. The Teams' invitation will be sent to everyone registered for the course.
Info:
The practicals are designed as a tutorial to learn practical skills for solving transportation and mobility problems using/developing intelligent systems.
Tutorials & Practicals
- Lab 1 September 15th [hybrid]
- Introduction to OpenCV Library
- Lab Material
- Recording
- No homework
- Lab 2 September 22nd [Online]
- Understanding the image structure and image histogram
- Lab Material
- Recording
- No homework
- Lab 3 September 29th [Online]
- Image Filtering | Motion Tracking
- Lab Material
- Recording
- Lab 4 October 06th [hybrid]
- Image & Video Background Subtraction
- Lab Material
- Recording
- Lab 5 October 13th [hybrid]
- Geographic Information System (GIS) | Geometric Objects and Spatial Data
- Lab Material
- Recording
- Lab 6 October 20th 10:15 - 12:00 [hybrid]
- Transportation Networks: Representation and Route Planning
- Lab Material
- Recording
- Extra material for interactive map and animation
- Lab 7 October 27th [hybrid]
- A Case Study on CityBikes Dataset
- Lab Material
- Recording
- Lab 8 November 3th [hybrid]
- Introduction to SUMO
- Lab Material
- Recording
- Lab 9 November 10th [hybrid]
- Traffic Simulation using OSM and SUMO
- Lab Material
- Recording
- Lab 10 November 17th [hybrid]
- Simulated Traffic Statistics Extraction & Visualization
- Lab Material
- SUMO Example
- Recording
- Lab 11 November 24th [hybrid]
- Traffic Demand Modeling Based on Detectors
- Lab Material
- Recording
- Lab 12 December 1st [hybrid]
- Human Mobility and Mobile Network Data
- Lab Material
- Recording
- Lab 13 December 13th [hybrid]
- Spatio-temporal Data Analysis on Flickr
- Lab13 Notebook (updated) / Dataset
- Recording (The beginning part is not included due to an error)