Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
2
datasets available to search
ShareScore release 0.9.0
Dataset results
2 results for “Sign Language Recognition”
INCLUDE: A Large Scale Dataset for Indian Sign Language Recognition
<p><strong>Dataset Details</strong>: The INCLUDE dataset has 4292 videos (the paper mentions 4287 videos but 5 videos were added later). The videos used for training are mentioned in train.csv (3475), while that used for testing is mentioned in test.csv (817 files). Each video is a recording of 1 ISL sign, signed by deaf students from St. Louis School for the Deaf, Adyar, Chennai.</p> <p>INCLUDE50 has 766 train videos and 192 test videos.</p> <p><strong>Train-Test Split:</strong> Please download the train-test split for INCLUDE and INCLUDE50 from here: <a href="https://drive.google.com/file/d/1tGjOR9xbk279ZUYnmk3BE-ktcWBdS24w/view?usp=sharing">Train-Test Split</a></p> <p><strong>Publication Link</strong><em>: <a href="https://dl.acm.org/doi/10.1145/3394171.3413528">https://dl.acm.org/doi/10.1145/3394171.3413528</a></em></p> <p><strong>AI4Bharat website</strong><em>: <a href="https://ai4bharat.org/include-dataset">https://sign-language.ai4bharat.org/</a></em></p> <p><strong>Download Instructions</strong></p> <p>For ease of access, we have prepared a Shell Script to download all the parts of the dataset and extract them to form the complete INCLUDE dataset.</p> <p><em>You can find the script here: <a href="http://bit.ly/include_dl">http://bit.ly/include_dl</a></em></p> <p><strong>Paper Abstract:</strong> <em>Indian Sign Language (ISL) is a complete language with its own grammar, syntax, vocabulary and several unique linguistic attributes. It is used by over 5 million deaf people in India. Currently, there is no publicly available dataset on ISL to evaluate Sign Language Recognition (SLR) approaches. In this work, we present the Indian Lexicon Sign Language Dataset - INCLUDE - an ISL dataset that contains 0.27 million frames across 4,287 videos over 263 word signs from 15 different word categories. INCLUDE is recorded with the help of experienced signers to provide close resemblance to natural conditions. A subset of 50 word signs is chosen across word categories to define INCLUDE-50 for rapid evaluation of SLR methods with hyperparameter tuning. The best performing model achieves an accuracy of 94.5% on the INCLUDE-50 dataset and 85.6% on the INCLUDE dataset</em></p>
Recognition of Second Language Spoken Words, Signs, and Characters Via Perception and Production in Adults
ClinicalTrials.gov study NCT05587218. IPD Sharing: YES. Countries: 1. Publications: 0.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.