action-recognition
Human-Action-Recognition-VIT-Base-patch16-224Human-Action-Recognitionfinetuned-ViT-human-action-recognition-v1video-action-recognition-ucf50videomae-large_Sports_action_recognitionvideomae-base-finetuned-soccer-action-recognitionx4videomae-large_Sports_action_recognition_5videomae-base-finetuned-soccer-action-recognition
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.