Introduction to ITS
The labs are in a hybrid format. The Teams' invitation will be sent to everyone registered for the course.
Info:
Notes: The practicals are designed as a tutorial to learn practical skills for solving transportation and mobility problems using/developing intelligent systems.
- Tutorials will be available weekly before the practical sessions and are for learning and practicing the knowledge acquired during the lectures.
- We will use Zulip for the running communication between students and teachers outside the lecture and tutorial sessions.
- We have set up a Zulip topic for tutorial and course-related discussions.
- Login to Course Zulip stream using your university account from here
- Do not make a new account!
- If you do not have access to the Zulip stream, please contact teachers in a practice session or through email.
- Use the
tutorial-session-XXZulip topic for specific tutorial-related questions and discussion.
- When asking questions or seeking support from the teachers, please make sure to also provide all needed information, including screenshots, configurations, and even code if needed.
- If code needs to be shown to the lab supervisor, send it (or a link to it) through Zulip Direct Messages.
- We have set up a Zulip topic for tutorial and course-related discussions.
Tutorials & Practicals
- Lab 1 September 11th [hybrid]
- Introduction to OpenCV Library
- Lab Material
- Recording
- No homework
- Lab 2 September 18th [hybrid]
- Understanding the image structure and image histogram
- Lab Material
- Recording
- No homework
- Lab 3 September 25th [hybrid]
- Image Filtering | Motion Tracking
- Lab Material
- Recording
- No homework
- Lab 4 October 02th [hybrid]
- Image & Video Background Subtraction
- Lab Material
- Recording
- Homework to be released on 09.10
- Lab 5 October 9th [hybrid]
- Geographic Information System (GIS) | Geometric Objects and Spatial Data
- Lab Material
- Recording
- Lab 6 October 16th [hybrid]
- Transportation Networks: Representation and Route Planning
- Lab Material
- Lab 7 October 23th [hybrid]
- A Case Study on CityBikes Dataset
- Lab Material?
- Lab 8 October 30th [hybrid]
- Introduction to SUMO
- Lab Material?
- Lab 9 November 6th [hybrid]
- Traffic Simulation using OSM and SUMO
- Lab Material?
- Lab 10 November 13th [hybrid]
- Simulated Traffic Statistics Extraction & Visualization
- Lab Material?
- SUMO Example?
- Lab 11 November 20th [hybrid]
- Traffic Demand Modeling Based on Detectors
- Lab Material?
- Lab 12 November 27th [hybrid]
- Human Mobility and Mobile Network Data
- Lab Material?
- Lab 13 December 9th [hybrid]
- Spatio-temporal Data Analysis on Flickr
- Lab Material (Updated)?