BLOG
Vexcel Imaging / AI Image recognitionvexel_care dox_case_01.png

Vexcel Imaging

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

1
YEAR'S
COOPERATION
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:

  • Develop a web solution that automates building and object recognition from images stored in the client’s database
  • Create smooth data pipelines to organize efficient storage and seamlessly transfer terabytes of data
  • Build from scratch and further enhance web aerial imagery viewer

Solution

  • Developed the neural network-driven backend of the web platform, connecting the app with a data warehouse for seamless data processing
  • Created a scalable data warehouse to store all images for future data analytics
  • Implemented a deep learning solution to analyze multiple terabytes of high-quality images
  • Improved system performance and reached high precision of object recognition
  • Developed a chain of serverless tools to manipulate high volumes of aerial imagery data
  • Enhanced imagery viewer from PoC to a production-ready application

vexel_care dox_case_03.png

Stack

Backend
  • Python
  • Flask
  • Shapely
  • Docker
Frontend
  • React
  • Redux
  • Angular
  • TypeScript
  • HTML5/CSS3
  • Jest
ML tools
  • ResNet34
  • UNet
  • PyTorch
  • Numpy
  • Pandas
  • GeoPandas
  • TensorFlow
  • Keras
Databases
  • AWS DynamoDB
  • AWS S3
  • MongoDB
  • Azure Blob Storage
  • Qumulo
Infrastructure
  • AWS Lambda
  • AWS SQS
  • CircleCI
  • Jenkins

Featured works

Convene Real Estate Event Management
ClassPass Wellness Fitness
Freshly FoodTech Ecommerce

Contact us

We will use your e-mail for the purpose of contacting you