Computer Vision
CREATING TURNKEY SOLUTIONS
IBA Group team provides assistance in automating the processes, speeding up and simplifying response to business challenges, using computer vision technology.
BUSINESS CHALLENGES
How it works
Neural networks analyze photos, pictures, videos, highlight the necessary objects on them and group these objects into specified categories. Solutions are able to detect both a specific object and identify all objects in the image.
Applications: analysis of goods display, recognition
How it works
Algorithms of neural networks are able to recognize external changes in objects, compare them with reference templates and determine inconsistencies.
Neural networks identify what a person might miss.
Applications: emotion recognition, defect detection.
How it works
Algorithms extract text, recognize the desired data and save it in a given format.
Example: recognizing prices or data in documents
How it works
Neural networks recognize objects on video, track their movement and are able monitor and predict their movement pattern.
Applications: violation of the rules for visiting restricted areas in banks, at a construction site, etc.
EXPERTISE IN COMPUTER VISION
KEY TECHNOLOGY
Python, Tensorflow, OpenCV, Pytorch, R
TOOLS
Python, Tensorflow, OpenCV, Pytorch, R, Pillow, albumentations, scikit-image, numpy, pandas, scikit-learn, DLib, PostgreSQL, MongoDB, sqlalchemy, ZeroMQ, Kafka, pyexecerate, pyopenssl, contextlib2, flask, Docker, Apache Airflow, git, DVC, AngularJS, REST API
RELATED TECHNOLOGY
