Botanicum: a Telegram Bot for Tree Classification
| Autor: | Daria Korotaeva, Maksim Khlopotov, Anastasiia Makarenko, Ekaterina Chikshova, Natalia Startseva, Anastasiia Chemysheva |
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| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: | |
| Zdroj: | Proceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 426, Iss 22, Pp 88-93 (2018) |
| Druh dokumentu: | article |
| ISSN: | 2305-7254 2343-0737 |
| DOI: | 10.23919/FRUCT.2018.8468278 |
| Popis: | 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. |
| Databáze: | Directory of Open Access Journals |
| Externí odkaz: |
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