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).
This component integrates other VIADAT modules; together with VIADAT-REPO this composes the Virtual Assistant for accessing historical audiovisual data.
The zip archive contains sources for the following modules: VIADAT, VIADAT-DEPOSIT, VIADAT-TEXT, VIADAT-ANNOTATE, VIADAT-ANALYZE, VIADAT-STAT, VIADAT-GIS and VIADAT-SEARCH.
Developed in cooperation with ÚSD AV ČR and NFA.
This component integrates other VIADAT modules; together with VIADAT-REPO this composes the Virtual Assistant for accessing historical audiovisual data.
The zip archive contains sources for the following modules: VIADAT, VIADAT-DEPOSIT, VIADAT-TEXT, VIADAT-ANNOTATE, VIADAT-ANALYZE, VIADAT-STAT, VIADAT-GIS and VIADAT-SEARCH.
Developed in cooperation with ÚSD AV ČR and NFA.
A VIADAT module; VIADAT-ANALYZE is an interactive environment that enables the end user to work with stored, annotated and indexed audio recordings. Allowing visualization and extraction of results.
Developed in cooperation with ÚSD AV ČR and NFA.
A VIADAT module; VIADAT-ANALYZE is an interactive environment that enables the end user to work with stored, annotated and indexed audio recordings. Allowing visualization and extraction of results.
Developed in cooperation with ÚSD AV ČR and NFA.
VIADAT-REPO is a modification to lindat-dspace platform; it's a part of the VIADAT project and as such will be a part of a "virtual assistant" for processing, annotation, enrichment and accessing of audio and video recordings.