datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
KTH-Action-Recognition-mirrorHuman_Action_Recognition
Dataset Summary
A dataset from kaggle. origin: https://dphi.tech/challenges/data-sprint-76-human-activity-recognition/233/data
Introduction
The dataset features 15 different classes of Human Activities.
The dataset contains about 12k+ labelled images including the validation images.
Each image has only one human activity category and are saved in separate folders of the labelled classes
PROBLEM STATEMENT
Human Action Recognition (HAR) aims to understand… See the full description on the dataset page: https://huggingface.co/datasets/Bingsu/Human_Action_Recognition.ESK_action_recognitionPaper | GitHub
🍳 EPFL-Smart-Kitchen: Action recognition benchmark
📚 Introduction
Given a video or temporal clip, action recognition requires the model to predict a single action label for that clip (or for a specified window within an untrimmed video). Building on the same EPFL-Smart-Kitchen-30 data and modalities as our segmentation benchmark, we provide a recognition-oriented setup to compare inputs from 3D body pose, hand pose, and eye gaze, as well as deep visual… See the full description on the dataset page: https://huggingface.co/datasets/amathislab/ESK_action_recognition.pose-action-recognition
Pose-Based Action & Sign Language Datasets
This repository hosts a modular collection of pose-based datasets for action and sign language recognition. All datasets are preprocessed into .hdf5 format with 135 pose keypoints.
🧹 Structure
pose-action-recognition/
├── ISLR/ # Isolated Sign Language Recognition
│ ├── ASLCITIZEN/
│ │ ├── ASLCitizen100/
│ │ │ ├── ASLCitizen100_135-Train.hdf5
│ │ │ ├── ASLCitizen100_135-Val.hdf5
│ │ │… See the full description on the dataset page: https://huggingface.co/datasets/CristianLazoQuispe/pose-action-recognition.POLAR-Posture-Level-Action-Recognition-Dataset
POLAR: Posture-Level Action Recognition Dataset
Disclaimer
This dataset is a restructured and YOLO-formatted version of the original POsture-Level Action Recognition (POLAR) dataset. I do not claim ownership or licensing rights over this dataset. For full details, including original licensing and usage terms, please refer to the original dataset on Mendeley Data.
Motivation
The original POLAR dataset, while comprehensive, has a somewhat complex structure that… See the full description on the dataset page: https://huggingface.co/datasets/sayantan47/POLAR-Posture-Level-Action-Recognition-Dataset.Fence-Climbing-Action-Recognition-Dataset
Fence Climbing Action Recognition Dataset
The current security industry faces challenges from people climbing over walls, fences, and other security hazards. Traditional surveillance methods often cannot timely and effectively recognize these abnormal behaviors. Existing solutions are insufficient in the accuracy and real-time detection of actions, resulting in the inability to quickly respond to potential dangers. This dataset aims to support the training of action recognition… See the full description on the dataset page: https://huggingface.co/datasets/shangzx/Fence-Climbing-Action-Recognition-Dataset.Nimitz_Pedestrian_Action_Recognition_Dataset
Nimitz Pedestrian Action Recognition Dataset
A high-quality video clip dataset for pedestrian action recognition at urban intersections, collected from nighttime traffic camera footage in Honolulu, Hawaii. Each clip contains one or more pedestrians annotated via a color-coded bounding box and is sorted into one of three actions.
Actions
Label
Description
Crossing
Pedestrian actively walking across the road or intersection
Walking
Pedestrian moving along the… See the full description on the dataset page: https://huggingface.co/datasets/jzhang27/Nimitz_Pedestrian_Action_Recognition_Dataset.Data_Skeleton_Action_Recognitionmy-action-recognition-dataset
Dataset Card for quickstart-video
This is a FiftyOne dataset with 10 samples.
Installation
If you haven't already, install FiftyOne:
pip install fiftyone
Usage
import fiftyone as fo
import fiftyone.utils.huggingface as fouh
# Load the dataset
dataset = fouh.load_from_hub("jamarks/my-action-recognition-dataset")
## can also pass in any other dataset kwargs, like `name`, `persistent`, etc.
# Launch the App
session = fo.launch_app(dataset)… See the full description on the dataset page: https://huggingface.co/datasets/jamarks/my-action-recognition-dataset.POLAR-Posture-Level-Action-Recognition-Dataset
POLAR: Posture-Level Action Recognition Dataset
Disclaimer
This dataset is a restructured and YOLO-formatted version of the original POsture-Level Action Recognition (POLAR) dataset. I do not claim ownership or licensing rights over this dataset. For full details, including original licensing and usage terms, please refer to the original dataset on Mendeley Data.
Motivation
The original POLAR dataset, while comprehensive, has a somewhat complex structure that… See the full description on the dataset page: https://huggingface.co/datasets/mathewsaji/POLAR-Posture-Level-Action-Recognition-Dataset.Fence-Climbing-Action-Recognition-Dataset
Fence Climbing Action Recognition Dataset
The current security industry faces challenges from people climbing over walls, fences, and other security hazards. Traditional surveillance methods often cannot timely and effectively recognize these abnormal behaviors. Existing solutions are insufficient in the accuracy and real-time detection of actions, resulting in the inability to quickly respond to potential dangers. This dataset aims to support the training of action recognition… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Fence-Climbing-Action-Recognition-Dataset.action-recognition-pose-estimation-federated-learningDental-Treatment-Process-Action-Recognition-Dataset
Dental Treatment Process Action Recognition Dataset
In modern dental medicine, optimizing action recognition during the treatment process is crucial for improving treatment efficiency and accuracy. Currently, traditional methods mainly rely on manual observation, which can be easily influenced by subjective factors, leading to misjudgments and inefficiency. Additionally, there is a lack of automated recognition systems or standard datasets specifically for dental actions in the… See the full description on the dataset page: https://huggingface.co/datasets/shangzx/Dental-Treatment-Process-Action-Recognition-Dataset.human-action-recognition-vl-enriched
Visualize on Visual Layer
Human-Action-Recognition-VL-Enriched
An enriched version of the Human-Action-Recognition Dataset with image captions, bounding boxes, and label issues! With this additional information, the Human-Action-Recognition dataset can be extended to various tasks such as image retrieval or visual question answering.
The label issues help curate a cleaner and leaner dataset.
Description
The dataset consists of 4 columns:
image_uri: The… See the full description on the dataset page: https://huggingface.co/datasets/visual-layer/human-action-recognition-vl-enriched.Human_Action_Recognition
Dataset Summary
A dataset from kaggle. origin: https://dphi.tech/challenges/data-sprint-76-human-activity-recognition/233/data
Introduction
The dataset features 15 different classes of Human Activities.
The dataset contains about 12k+ labelled images including the validation images.
Each image has only one human activity category and are saved in separate folders of the labelled classes
PROBLEM STATEMENT
Human Action Recognition (HAR) aims to understand… See the full description on the dataset page: https://huggingface.co/datasets/Shreyassanti/Human_Action_Recognition.cctv-action-recognition-aux-cacheACTION_RECOGNITION_DATASETautotrain-data-human-action-recognitionaction_recognition