Student's projects
Real-time Gesture Recognition System
Development of algorithms for sign language recognition using neural networks and real-time video processing.
Real Estate Price Prediction
Market data analysis and building a machine learning model to predict housing prices.
Artistic Image Generation
Creating a neural network model for generating unique artworks in the style of famous artists.
3D Object Reconstruction from Photos
Developing a system for creating 3D models of objects based on a set of 2D images.
AR Object Measurement App
Mobile application with augmented reality for accurate measurement of objects using smartphone camera.
Medical Image Analysis
System for automatic anomaly detection in X-ray images using deep learning.
Student Experience
Maria and Alexander - program graduates. In this webinar they will tell you about their computer vision project implemented during their studies.
Acquired Competencies
While working on course projects, students develop key skills demanded by the industry:
Working with real code, debugging, optimization and project documentation
Data collection, cleaning, analysis and visualization, feature engineering
Building, training and evaluating models, hyperparameter tuning
Image processing, feature extraction, working with neural network architectures
Collaboration using Git, Agile methodologies, task distribution
Preparing reports, visualizing results, project defense