OLAC Record
oai:lindat.mff.cuni.cz:20.500.12800/1-4773

Metadata
Title:SnakeCLEF 2021
Bibliographic Citation:http://hdl.handle.net/20.500.12800/1-4773
Creator:Picek, Lukáš
Bolon, Isabelle
Durso, Andrew M.
Castañeda, Rafael Ruiz de
Date (W3CDTF):2022-06-21T12:11:15Z
Date Available:2022-06-21T12:11:15Z
Description: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).
Identifier (URI):http://hdl.handle.net/20.500.12800/1-4773
Language:No linguistic content
Language (ISO639):zxx
Publisher:CEUR Workshop Proceedings (CEUR-WS.org)
Rights:BSD 3-Clause "New" or "Revised" license
http://opensource.org/licenses/BSD-3-Clause
Subject:LifeCLEF
SnakeCLEF
global health
epidemiology
snake bite
snake
reptile
benchmark
biodiversity
machine learning
computer vision
Classification
Type:corpus
Type (DCMI):Text
Type (OLAC):primary_text

OLAC Info

Archive:  LINDAT/CLARIAH-CZ digital library at the Institute of Formal and Applied Linguistics (ÚFAL), Faculty of Mathematics and Physics, Charles University
Description:  http://www.language-archives.org/archive/lindat.mff.cuni.cz
GetRecord:  OAI-PMH request for OLAC format
GetRecord:  Pre-generated XML file

OAI Info

OaiIdentifier:  oai:lindat.mff.cuni.cz:20.500.12800/1-4773
DateStamp:  2022-07-20
GetRecord:  OAI-PMH request for simple DC format

Search Info

Citation: Picek, Lukáš; Bolon, Isabelle; Durso, Andrew M.; Castañeda, Rafael Ruiz de. 2022. CEUR Workshop Proceedings (CEUR-WS.org).
Terms: dcmi_Text iso639_zxx olac_primary_text


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Up-to-date as of: Wed Nov 30 4:30:31 EST 2022