Vexcel Imaging / AI Image recognition

Vexcel Imaging

Vexсel Imaging is a worldwide leader in photogrammetry, imagery, mobile mapping, remote sensing technologies and fully integrated workflow processing software.

YEAR

COOPERATION

ENGINEERS

DEV TEAM

WEB SOLUTIONQA

Challenge

Vexсel Imaging provides an outstanding experience in mobile mapping and remote sensing technologies. The Client needed a team with a proven track record of delivering AI-powered applications to create a web solution that automates building and object recognition from photos in the client's database. iTechArt’s brilliant team was given the following tasks:

Create a database for 1,7 terabytes of images
Train neural networks for image recognition
Design a solution that will interact with all system elements

Solution

Developed the backend part of the web platform, combining the app with a data warehouse and U-Net neural network for seamless data processing
Created a scalable data warehouse to store all images for future data analysis
Implemented network ResNet34 for U-Net deep learning to analyze about 1,7 terabytes of high-quality images (4000 X 4000 pixels)
Improved system performance and reached approximately 85% precision of object recognition. The system selects all pixels related to the buildings and builds a landfill with its precise coordinates.