datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
CCTV_Incident_Dataset_Fall_Lying_Down_Detection
Overview
This is an open-source synthetic dataset for Computer Vision (CV) tasks, specifically designed for Fall Detection, Pose Estimation, and Incident Monitoring from overhead CCTV perspectives.
Unlike standard object detection datasets, this dataset includes Keypoints (Pose) annotations. This enables models to understand human posture and accurately distinguish between standing and fallen individuals.
🚀 Need more data?
This is a sample dataset by Simuletic. We provide… See the full description on the dataset page: https://huggingface.co/datasets/Simuletic/CCTV_Incident_Dataset_Fall_Lying_Down_Detection.fall-detection-posture-classification
AI-Driven Posture Analysis & Fall Detection Dataset (Elderly Care)
Overview
This dataset supports the dissertation project "AI-Driven Posture Analysis Fall Detection System for the Elderly", completed by Patrick O. Ogbuitepu for the degree of MSc Artificial Intelligence and its Applications (CE901 MSc Project and Dissertation), School of Computer Science and Electronic Engineering (CSEE), University of Essex (2024). Supervisor: Dr Adrian Clark.
The project uses… See the full description on the dataset page: https://huggingface.co/datasets/pat2echo/fall-detection-posture-classification.fall-detection
Welcome to my page!
this is a fall-detection datasets,you can download to use it to do anything!
fall-detection-datapose-guided-fall-detection-icta2026
Pose-Guided Temporal Modeling for Robust Vision-Based Fall Detection
This repository contains a reproducible vision-based fall detection pipeline for an ICTA-style technical paper. It focuses on pose/keypoint dynamics, lightweight temporal modeling, ablation, and robustness tests on a 24 GB RTX 3090.
What is included
Dataset manifest builder for URFD, Multiple Cameras Fall Dataset, and generic video folders.
Pose extraction with YOLO pose models from sampled… See the full description on the dataset page: https://huggingface.co/datasets/MahedixHasan/pose-guided-fall-detection-icta2026.pose-guided-fall-detection-icta2026
Pose-Guided Temporal Modeling for Robust Vision-Based Fall Detection
This repository contains a reproducible vision-based fall detection pipeline for an ICTA-style technical paper. It focuses on pose/keypoint dynamics, lightweight temporal modeling, ablation, and robustness tests on a 24 GB RTX 3090.
What is included
Dataset manifest builder for URFD, Multiple Cameras Fall Dataset, and generic video folders.
Pose extraction with YOLO pose models from sampled… See the full description on the dataset page: https://huggingface.co/datasets/minhy112/pose-guided-fall-detection-icta2026.multimodal_multiangle_fall_detection_dataset
Multi-View Multimodal Dataset for Fall and Daily Activity Recognition in Wheelchair Users
🧑🦽 Overview
This dataset is designed for research in fall detection and daily activity monitoring specifically for wheelchair users. It contains synchronized multi-view, multi-modal data collected from a simulated private room with sensors including thermal cameras, Intel RealSense, and OAK-D.
Key Features:
Multi-view recordings from four room corners (Position 1–4)
High… See the full description on the dataset page: https://huggingface.co/datasets/Nshisei/multimodal_multiangle_fall_detection_dataset.Tencent_Fall_Detectionfall-detection-datasetfall-detection-datasetfall-detection
Fall Detection - 10,000 videos
The dataset consists of 10,000 high-resolution videos capturing staged fall events performed by humans across diverse indoor and outdoor settings. It is specifically designed to advance detection research in computer vision, providing data for developing and evaluating robust detection systems.
By utilizing this dataset, researchers and developers can advance their understanding and capabilities in fall detection and recognition technologies. - Get… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/fall-detection.fall-detection-posture-classification
AI-Driven Posture Analysis & Fall Detection Dataset (Elderly Care)
Overview
This dataset supports the dissertation project "AI-Driven Posture Analysis Fall Detection System for the Elderly", completed by Patrick O. Ogbuitepu for the degree of MSc Artificial Intelligence and its Applications (CE901 MSc Project and Dissertation), School of Computer Science and Electronic Engineering (CSEE), University of Essex (2024). Supervisor: Dr Adrian Clark.
The project uses… See the full description on the dataset page: https://huggingface.co/datasets/yhqs06/fall-detection-posture-classification.fall-detection
Welcome to my page!
this is a fall-detection datasets,you can download to use it to do anything!
fall_detection_pbv_f13fall-detection
Fall Detection - 10,000 videos
Dataset contains 10,000 high-resolution videos of staged human fall events recorded across indoor and outdoor settings using static and moving cameras. This camera dataset supports fall detection computer vision research by providing well-structured metadata, realistic fall scenarios, and consistent 1080p video quality for training and evaluating detection systems.- Get the data
Dataset characteristics:
Characteristic
Data… See the full description on the dataset page: https://huggingface.co/datasets/ud-smart-city/fall-detection.CCTV_Incident_Dataset_Fall_Lying_Down_Detection
Overview
This is an open-source synthetic dataset for Computer Vision (CV) tasks, specifically designed for Fall Detection, Pose Estimation, and Incident Monitoring from overhead CCTV perspectives.
Unlike standard object detection datasets, this dataset includes Keypoints (Pose) annotations. This enables models to understand human posture and accurately distinguish between standing and fallen individuals.
🚀 Need more data?
This is a sample dataset by Simuletic. We provide… See the full description on the dataset page: https://huggingface.co/datasets/dd0914/CCTV_Incident_Dataset_Fall_Lying_Down_Detection.fall-detection-datasetmmwave-fall-detection-dataset
mmWave Fall Detection Dataset
A mmWave radar point cloud dataset for fall detection research.
Overview
This dataset contains 102 motion recordings collected from a TI IWR6843 mmWave radar sensor. The data is organized as point clouds per frame, with each point having 3D coordinates (x, y, z) and Doppler velocity (v).
Data Format
Each CSV file contains columns:
frame: Frame number
DetObj#: Detection object index within frame
x, y, z: 3D coordinates in meters
v:… See the full description on the dataset page: https://huggingface.co/datasets/SachitanandAgalduti/mmwave-fall-detection-dataset.fall_detection_datasetfall_detection