SUCCESSFUL projects. powered by innovation

Unusual, interesting and exciting projects – that’s what keeps our team going. From healthcare to fashion tech, from robotics to art – with the power of AI we are capable of everything. 

robot self-localisation

features

Self-localization, Object detection, Pose estimation, Navigation, Simulation

client

LG

PROJECT DESCRIPTION

Deep learning Visual Odometry implementation. Fusing measurements from different sensors (IMU, Camera, GPS) using deep learning and Kalman filtering to solve indoor and outdoor localization tasks. Implementation of photorealistic environments and sensor output simulation for synthetic dataset generation and solution testing based on Unreal Engine and Blender.

complete path coverage

with reinforcement learning

features

Navigation, Reinforcement Learning, Proximal Policy Optimization

client

LG

PROJECT DESCRIPTION

Coverage Path Problem solving with Reinforcement Learning methods applied to a home robot. We got the solution which is similar to classic algorithms in terms of quality, but which advantage is based on RL methods usage: it is possible for a robot to obtain an adaptive behaviour in extraordinary conditions.

6-DOF object localisation

features

Self-localization, Object detection, Pose estimation, Navigation, Simulation

client

NDA

project description

Object position detection in a three-dimensional space using object’s 3D Model and images received from a camera solves the task of Robotic Arm object capture. We used a huge variety of methods for this purpose: Deep Learning, Synthetic Data Generation, classic CV and stereometry methods, AutoML approach. The finalised solution works with several cameras with an up to 10+ FPS Workflow speed.

object defect detection

features

Defect detection on various objects

client

Nienschanz-Automatica

PROJECT DESCRIPTION

For Nienschanz-Automatica we assembled an algorithm that solved the task of detecting defects on various objects. The algorithm is capable of finding an object on an image, receiving information about its textures, detecting texture defects and post-processing of the results.

OfficeSnail: autonomous robotic helper

features

Self-localization, object detection, pose estimation, navigation

technologies

Computer Vision, Artificial Intelligence, Deep Learning

PROJECT DESCRIPTION

OfficeSnail is an autonomous mobile robot that is created to increase productivity of various spaces, including offices, hospitals, factories, etc.

The robot has a number of features, such as autonomous navigation, object and face detection, communication (via voice or an app), task handling, and development of skills that are necessary for a certain task.

healthcare: Botkin.AI

features

Pathology analysis; detection and indication of tumors; Improvement of human-powered analysis

client

Intellogic LLC

PROJECT DESCRIPTION

One of our main goals is to make people’s lives easier. That is why working on such project as Botkin.AI is so important for us: with a help from Deep Learning and Computer Vision we are able to provide clinics with better expertise in the field of radiology.

In the course of 2019, we integrated our system to several major clinics across the country, boosting productivity and precision of radiological expertise.

fashion tech: OutfitMind

featur

Mobile App for automatic fashion look generation

workflow scheme

B2C

PROJECT DESCRIPTION

Meet OutfitMind — brand-new AI-stylist. OutfitMind is our own app that helps you find the most suitable fashion look for any moment of your life, whether you hang out with your friends, go to the business meeting or just want to walk around on holidays.

generative art: Artificial Art

features

High Resolution images generation, Poetry generation

technologies

Art Syntesis / Style Transfer

PROJECT DESCRIPTION

While Modern technologies serve as a source of inspiration for us, the Modern technology of our choice — Deep Neural Networks — gets its inspiration from Art in all its forms. Our DNN is an artist, a poet, an artificial creator.

At BrainGarden, we developed Art Synthesising technology based on DNN. All images are generated due to work of an Artificial Intelligence that has all the best Galleries and Museums of the world as its Art School.

Does your problem need a solution?

We believe in the power of artificial intelligence. 

If you have an idea that you want to realize or if you have any questions please don’t hesitate to contact us – just press the button below.