Visão Computacional

2024/01

General Information

Objective: Study of the main computer vision methods and their applications.

Syllabus: Image processing, classification, object detection, segmentation, tracking, embedded applications.

Duration: 60 hours (18 weeks).

Time: Fridays (15:50 - 18:40) - online and asynchronous here.

Grade: Assignments (30%), final project (70%).

Lecturer: André Eugenio Lazzaretti.

Bibliography and Support Materials

Book

Preliminary Content

Python Basics:

Track on Signals, Images, and Patterns: link.

Week 1 - 08/03

Lecture 1 - Dates, grades, rules, and introduction

Week 2 - 15/03

Lecture 2 - Machine Learning Basics

Week 3 - 22/03

Lecture 3 - Neural Networks

Week 4 - 05/04

Lecture 4 - Image Processing and OpenCV

Week 5 - 12/04

Lecture 5 - First Assignment

Week 6 - 19/04

Lecture 6 - CNNs

Week 7 - 26/04

Lecture 7 - Object Detection and Image Segmentation

Week 8 - 03/05

Lecture 8 - Second Assignment

Week 9 to 14 - 10/05 to 21/06

Final Project:

Week 15 - 28/06

Presentation - Final Project.

Week 16 - 07/07

Presentation - Final Project

Presentation of missing works.