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Vexcel Imaging

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

1
YEAR
COOPERATION
5
ENGINEERS
DEV TEAM
WEB SOLUTIONQA
vexel_care dox_case_02.pngChallenge

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.

vexel_care dox_case_03.png

Stack

Backend
  • Python
  • PyTorch
  • Numpy
  • Pandas
Databases
  • Docker
  • MongoDB
ML tools
  • ResNet34
  • UNet

Featured works

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Convene Real Estate Event Management

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