Pipes count

Inventory check is used to verify the amount of production of the company. Inventory check is performed manually what may lead to human error. Loss and theft are also a big problem when it comes to logistic processes. Fast and accurate invoice check is a prevention measure that has to be done, especially when we talk about free-of-package transported objects like pipes, posts and beams.

Task: develop a Telegram bot to count the number of pipes in an image.

Our solution: We use Computer Vision and Deep Learning to detect and count the number of pipes in the image. The process finished with sending reports for each transportation step via Telegram.


  • work with difficult visual conditions (overlap and shadow)
  • works with different types of cameras
  • works with different types of objects (pipes, posts, beams)

Demo is available