The course takes place in period

3 (2022-01-01 to 2022-03-13)

Level/category

Professional studies

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

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

Room reservations
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

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