Proceedings of the XXth Conference of Open Innovations Association FRUCT (May 2018)

Botanicum: a Telegram Bot for Tree Classification

  • Daria Korotaeva,
  • Maksim Khlopotov,
  • Anastasiia Makarenko,
  • Ekaterina Chikshova,
  • Natalia Startseva,
  • Anastasiia Chemysheva

DOI
https://doi.org/10.23919/FRUCT.2018.8468278
Journal volume & issue
Vol. 426, no. 22
pp. 88 – 93

Abstract

Read online

The article presents Botanicum - a telegram bot for tree classification based on the image of a leaf. In this work, we used our previously developed classification model which underlies the bot. Botanicum can identify 20 different tree species typical for Russian flora. The process of user interaction includes a simple chat and a short instruction on how to take a photo. After image verification, the bot either outputs error description or the classification results. We managed to increase the classification accuracy to 97,8% by outputting top results instead of one single option.

Keywords