SnakeCLEF 2021

Name: SnakeCLEF 2021
License: http://opensource.org/licenses/BSD-3-Clause

Picek, Lukáš; Bolon, Isabelle; Durso, Andrew M.; Castañeda, Rafael Ruiz de

SnakeCLEF 2021

LINDAT / CLARIAH-CZ

Autoři: Picek, Lukáš ; Bolon, Isabelle ; Durso, Andrew M. and Castañeda, Rafael Ruiz de

Identifikátor: http://hdl.handle.net/20.500.12800/1-4773

Odkaz na záznam v: https://dspace5.zcu.cz/bitstream/11025/47274/1/paper-125.pdf

Datum vydání: 2021-01-01

Typ: corpus, IMAGE

Jazyky: Nolinguistic content

Popis: The dataset with 409,679 images belonging to 772 snake species from 188 countries and all continents (386,006 images with labels targeted for development and 23,673 images without labels for testing). In addition, we provide a simple train/val (90% / 10%) split to validate preliminary results while ensuring the same species distributions. Furthermore, we prepared a compact subset (70,208 images) for fast prototyping. The test set data consists of 23,673 images submitted to the iNaturalist platform within the "first four months of 2021. All data were gathered from online biodiversity platforms (i.e., iNaturalist, HerpMapper) and further extended by data scraped from Flickr. The provided dataset has a heavy long-tailed class distribution, where the most frequent species (Thamnophis sirtalis) is represented by 22,163 images and the least frequent by just 10 (Achalinus formosanus).

Nakladatel: CEUR Workshop Proceedings (CEUR-WS.org)

Klíčová slova: LifeCLEF SnakeCLEF global health epidemiology snake bite snake reptile benchmark biodiversity machine learning computer vision Classification

Kolekce: LINDAT / CLARIAH-CZ DH Data

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Licenční kategorie:

Publicly Available

Licence: BSD 3-Clause "New" or "Revised" license

Název: training_data.tar.gz
Velikost: 59.69 GB
Formát: application/x-gzip
Popis: Training data - images
MD5: a39f0a73e6f35b4222e1aa1878ef20ca

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        herpmapper
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