Project seminar "Computer vision for mobile devises"

2024/2025

Academic Year

ENG

Instruction in English

6

ECTS credits

Delivered at:

Department of Information Systems and Technologies (Faculty of Informatics, Mathematics, and Computer Science (HSE Nizhny Novgorod))

Course type:

Compulsory course

When:

2 year, 3 module

Course Syllabus

Abstract

Students of the online course will acquire practical skills for development of computer vision algorithms on Android devices. We implement traditional algorithms and neural networks for filtering and matching images, searching for keypoints, classifying and detecting objects. Students study how to use OpenCV library, TensorFlow and PyTorch frameworks to recognize scenes on photos from a gallery, implement facial analytics, transfer style of famous painting into their photos, etc.