Identification of vehicle manoeuvres
The study of the possibility of using neural networks of AI to recognize the main manoeuvres of a vehicle.
Restoring deleted images fragments/ inpainting
Using neural networks, we were able to create a system for restoring deleted parts of images.
Intelligent bot for goods selling
An intelligent bot that creates product selections from the database at the user's request (in a free form).
Knowledge base for an IT specialist on Django
The system is designed to create collections of articles of interest in the field of high-tech topics.
DeepMind's DQN Reinforcement Learning Algorithm
DeepMind's DQN reinforcement learning algorithm was implemented to teach the agent from RiverRaid game.
Application for assessing the skill requirements of applicants
Development of an application for assessing the skill requirements of applicants.
Database for Machine Learning Project
The database for machine learning system is accessible on any device where information on machine learning algorithms is collected.
Web platform for online courses on Django
The web platform allows you to create online lecture courses with homework, with the ability for students to post homework and comment.
Predictive server monitoring
Creation of a heuristic analyzer based on neural networks, which, based on data coming from the monitoring system, would make a prediction about the server's performance in the near future, and in the event of potential problems, classify them..
Classification of X-ray images with pneumothorax
During the study, two CNN models were created, and several trained models were used for transfer learning: VGG16, VGG19, ResNet50, ResNet101, Xception, and InceptionV3. The training results were analyzed.
Neural network used for Image generation
A neural network generates
anime pictures (faces) with StyleGAN. It's worth noting that the faces are very diverse, with changes in hair or eye colour, head orientation, as well as the overall style. The images can look like a cartoon frame, computer graphics, 90s and 00s anime,
Generating watch models based on GAN
How to use AI to create customized images of luxury watches
In recent years, new neural networks called "generative adversarial networks" - GANs for short - have been able to penetrate areas previously reserved exclusively for humans.
Classification of company contracts
The neural network identifies contracts for the creation and purchase of audio-visual works to subsequently configure access and routing of documents.
Classification of technical support requests
The neural network classifies incoming requests to the support service. The model is available for use as a web service running in AzureML..
Predicting the price of a property based on its parameters
The task is to monitor real estate market ads in a specific city and train the system based on them.
Services for reading, listening and analysing poetry
Backend development tools are used
to highlight the poet's work on the Internet. The website allows you to analyse poems (search for concepts) by a specific author.
Segmentation and evaluation of car parts
The neural network is designed to solve the following tasks: identifying car parts from a photo in order to optimize the search in the supplier database.