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Gesture Recognition datasets

archive 2025-07-28

15 datasets carry the task tag "Gesture Recognition" (the task itself: Gesture Recognition), ordered by the archive's paper count. Page 1 of 1: 15 shown of 15. 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

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Gesture Recognition 15

Gesture Recognition datasets 1–15 of 15

Aff-Wild
Aff-Wild is a large-scale in-the-wild dataset for valence-arousal estimation from videos with a variety of head poses, illumination conditions and occlusions.
ImagesEmotion RecognitionGesture RecognitionAction Unit Detection
125 papers · 0 benchmarks
DVS128 Gesture
Comprises 11 hand gesture categories from 29 subjects under 3 illumination conditions.
Image ClassificationQuestion AnsweringAction RecognitionGesture RecognitionObject RecognitionGesture Generation+1 tasks
103 papers · 6 benchmarks
11k Hands
A large dataset of human hand images (dorsal and palmar sides) with detailed ground-truth information for gender recognition and biometric identification.
Object DetectionGesture RecognitionPerson Identification
82 papers · 0 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.
Skeleton Based Action RecognitionGesture RecognitionHand Gesture Recognition3D Object RecognitionPoint Cloud Super Resolution
32 papers · 8 benchmarks
MSRC-12 (MSRC-12 Kinect Gesture Dataset)
The Microsoft Research Cambridge-12 Kinect gesture data set consists of sequences of human movements, represented as body-part locations, and the associated gesture to be recognized by the system.
Images3DSkeleton Based Action RecognitionGesture Recognition
31 papers · 2 benchmarks
SALSA
A novel dataset facilitating multimodal and Synergetic sociAL Scene Analysis.
Pose EstimationPerson Re-IdentificationGesture RecognitionDictionary Learning
18 papers · 1 benchmark
Jester (Gesture Recognition)
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.
VideosAction RecognitionUnsupervised Domain AdaptationGesture RecognitionAction ClassificationAction Recognition In VideosHand Gesture Recognition
16 papers · 6 benchmarks
IPN Hand
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).
ImagesGesture RecognitionHand Gesture RecognitionHand-Gesture Recognition
5 papers · 0 benchmarks
WiGesture (Wireless Sensing Dataset for Gesture Recognition and People ID Identification with ESP32)
WiGesture dataset contains data related to gesture recognition and people id identification in a meeting room scenario.
Time seriesGesture RecognitionAction ClassificationPerson IdentificationAction Classification (1-shot)Person Identification (1-shot)Person Identification (zero-shot)+1 tasks
5 papers · 2 benchmarks
TCG (Traffic Control Gesture)
The TCG dataset is used to evaluate Traffic Control Gesture recognition for autonomous driving.
ImagesAutonomous VehiclesSkeleton Based Action RecognitionGesture RecognitionAutonomous Driving
4 papers · 1 benchmark
TIM-Tremor (Technology in Motion Tremor)
Contains static tasks as well as a multitude of more dynamic tasks, involving larger motion of the hands.
Gesture RecognitionHand Gesture RecognitionHand-Gesture Recognition
3 papers · 0 benchmarks
Florentine
The Florentine dataset is a dataset of facial gestures which contains facial clips from 160 subjects (both male and female), where gestures were artificially generated according to a specific request, or genuinely given due to a shown…
VideosGesture Recognition
1 paper · 0 benchmarks
Kinteract
Explicitly created for Human Computer Interaction (HCI).
ImagesGesture Recognition
1 paper · 0 benchmarks
MLGESTURE DATASET
MlGesture is a dataset for hand gesture recognition tasks, recorded in a car with 5 different sensor types at two different viewpoints.
ImagesVideosObject DetectionGesture RecognitionHand Gesture RecognitionRobot NavigationHand-Gesture Recognition
1 paper · 0 benchmarks
Slovo: Russian Sign Language Dataset
We introduce a large-scale video dataset Slovo for Russian Sign Language task.
ImagesVideosGesture RecognitionSign Language RecognitionHand Detection
1 paper · 1 benchmark

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.