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Hand Gesture Recognition datasets
archive 2025-07-28
16 datasets carry the task tag "Hand Gesture Recognition" (the task itself: Hand Gesture Recognition), ordered by the archive's paper count. Page 1 of 1: 16 shown of 16. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets
Hand Gesture Recognition datasets 1–16 of 16
The EgoGesture dataset contains 2,081 RGB-D videos, 24,161 gesture samples and 2,953,224 frames from 50 distinct subjects.
37 papers · 2 benchmarks
SHREC (SHape REtrieval Contest)
The SHREC dataset contains 14 dynamic gestures performed by 28 participants (all participants are right handed) and captured by the Intel RealSense short range depth camera.
32 papers · 8 benchmarks
The NVGesture dataset focuses on touchless driver controlling.
29 papers · 1 benchmark
Jester Gesture Recognition dataset includes 148,092 labeled video clips of humans performing basic, pre-defined hand gestures in front of a laptop camera or webcam.
16 papers · 6 benchmarks
- An underwater dataset collected from several field trials within the EU FP7 project “Cognitive autonomous diving buddy (CADDY)”, where an Autonomous Underwater Vehicle (AUV) was used to interact with divers and monitor their activities.
6 papers · 0 benchmarks
The IPN Hand dataset is a benchmark video dataset with sufficient size, variation, and real-world elements able to train and evaluate deep neural networks for continuous Hand Gesture Recognition (HGR).
5 papers · 0 benchmarks
VIVA (Vision for Intelligent Vehicles and Applications)
The VIVA challenge’s dataset is a multimodal dynamic hand gesture dataset specifically designed with difficult settings of cluttered background, volatile illumination, and frequent occlusion for studying natural human activities in…
4 papers · 2 benchmarks
LSA16 (Lengua de Señas Argentina - 16 Handshapes classes)
This database contains images of 16 handshapes of the Argentinian Sign Language (LSA), each performed 5 times by 10 different subjects, for a total of 800 images.
3 papers · 1 benchmark
OREBA (Objectively Recognizing Eating Behavior and Associated Intake)
The OREBA dataset aims to provide a comprehensive multi-sensor recording of communal intake occasions for researchers interested in automatic detection of intake gestures.
3 papers · 0 benchmarks
We manually labelled 3359 images from the RWTH-PHOENIX-Weather 2014 Development set.
3 papers · 1 benchmark
Contains static tasks as well as a multitude of more dynamic tasks, involving larger motion of the hands.
3 papers · 0 benchmarks
CamGes (Cambridge Hand Gesture Dataset)
The size of the data set is about 1GB.
2 papers · 1 benchmark
BdSLW60 (Bangla Word Level Sign Language Dataset)
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
1 paper · 0 benchmarks
Driver Micro Hand Gestures (DriverMHG) is a dataset for dynamic recognition of driver micro hand gestures, which consists of RGB, depth and infrared modalities.
1 paper · 0 benchmarks
A large-scale isolated Indian sign language dataset.
1 paper · 1 benchmark
MlGesture is a dataset for hand gesture recognition tasks, recorded in a car with 5 different sensor types at two different viewpoints.
1 paper · 0 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.