The course is included in these curricula and study modules
- Information technology 2014 - Machine learning and decision support system development
- Information technology 2015 - Machine learning and decision support system development
- Information technology 2016 - Machine learning and decision support system development
- Information technology 2017 - Machine learning and decision support system development
- Information technology 2018 - Machine learning and decision support system development
- Information technology 2019 - Machine learning and decision support system development
- Information technology 2020 - Machine learning and decision support system development
- Information technology 2021 - Machine learning and decision support system development - advanced studies
The course takes place in period
3 (2022-01-01 to 2022-03-13)
Level/category
Teaching language
Swedish
Type of course
Compulsory
Cycle/level of course
First
Recommended year of study
3
Total number of ECTS
5 cr
Competency aims
The aim of the course is that the student shall
learn the basics of image processing and to
develop
computer vision applications with Python and
OpenCV.
Learning outcomes
At the end of the course the student is expected
to
be familiar with the most basic image processing
algorithms and to be able to develop computer
vision applications with Python and OpenCV.
Course contents
Introduction to computervision and the OpenCV
Library
Pyhon and OpenCV in Anaconda
Image processing basics
Pxel relations
Statistics and Histograms
Histogram equalization
Filtering
Face detection and recognition
Introduction to neural networks
Deep learning for image clasification and object
detection
Prerequisites and co-requisites
Data Processing
Study activities
- Lectures - 40 hours
- Project- and production work/artistic activities - 95 hours
Workload
- Total workload of the course: 135 hours
- Of which autonomous studies: 135 hours
- Of which scheduled studies: 0 hours
Mode of Delivery
Participation in tuition
Assessment methods
MCQ tests +
programming project
Assessment requirements
The course grade is assessed based on 4 smaller MCQ
tests
(weight 20%) and a programming project (weight 80%).
A minimum of 50% of the total points is required
for passed course.
Teacher
Karlsson Jonny
Examiner
Karlsson Jonny
Home page of the course
Group size
No limit (33 students enrolled)
Assignments valid until
12 months after course has ended
Course enrolment period
2021-12-22 to 2022-01-14
Assessment methods
Date will be announced later - Other assignments
Date | Time | Room | Title | Description | Organizer |
---|---|---|---|---|---|
2022-01-17 | 13:15 - 16:00 | Datorseende | Föreläsningen hålls i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny | |
2022-01-21 | 12:15 - 15:00 | Datorseende | Föreläsningen hålls i Teams: https://teams.microsoft.com/l/meetup-join/19%3ameeting_NTBiZGZmMGEtY2E4NC00MWNiLTg0YTctNWNkYzVmOWM0ODU3%40thread.v2/0?context=%7b%22Tid%22%3a%2286080f64-b23d-4f93-8c43-e65f2588b9c3%22%2c%22Oid%22%3a%2257992f7e-2918-4681-b791-80e0fd95d293%22%7d | Karlsson Jonny | |
2022-01-25 | 12:00 - 14:45 | Datorseende | Föreläsningen hålls i Teams: https://teams.microsoft.com/l/meetup-join/19%3ameeting_OGQyODMyMjYtZWFmZC00NWNkLWFmMDYtZmU0Nzg4YzBkOGVj%40thread.v2/0?context=%7b%22Tid%22%3a%2286080f64-b23d-4f93-8c43-e65f2588b9c3%22%2c%22Oid%22%3a%2257992f7e-2918-4681-b791-80e0fd95d293%22%7d | Karlsson Jonny | |
2022-01-26 | 13:15 - 16:00 | Datorseende | Föreläsningen hålls i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny | |
2022-01-31 | 13:15 - 15:00 | Datorseende | Föreläsningen hålls i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny | |
2022-02-02 | 13:15 - 16:00 | Datorseende | Föreläsningen hålls i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny | |
2022-02-07 | 13:15 - 16:00 | F365 | Datorseende | Föreläsningen streamas i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny |
2022-02-09 | 13:15 - 16:00 | F365 | Datorseende | Föreläsningen streamas i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny |
2022-02-14 | 13:15 - 16:00 | F365 | Datorseende | Föreläsningen streamas i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny |
2022-02-16 | 13:15 - 16:00 | F365 | Datorseende | Föreläsningen streamas i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny |
2022-03-01 | 13:15 - 16:00 | F365 | Datorseende - KODNINGSTILLFÄLLE | Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny |
2022-03-03 | 13:15 - 16:00 | F365 | Datorseende - KODNINGSTILLFÄLLE | Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny |
2022-03-08 | 09:00 - 16:00 | Datorseende - Projektfeedback 1 | 30min per student/arbetspar. Boka tid på Itslearning. Tillfället hålls i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny | |
2022-03-11 | 09:00 - 14:30 | Datorseende - Projektfeedback 2 | 30min per student/arbetspar. Boka tid på Itslearning. Tillfället hålls i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny | |
2022-03-16 | 09:00 - 16:00 | Datorseende - Projektfeedback 3 | 30min per student/arbetspar. Boka tid på Itslearning. Tillfället hålls i Zoom: https://arcada.zoom.us/j/67685912256 | Karlsson Jonny |