datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.Tencent_Fall_Detection
Tencent Fall Detection: test videos and reference results
Six 1 fps test videos from two rooms, with the complete output of the
fall-detection and daily-report system for each. Only days 6 and 11
contain a fall; the other days have none.
Video
Duration
Report generation
Room
Report date
What it shows
day_1_1fps.mp4
2 h 47 min
11 min
1
2026-08-06
Resident A (the resident) and Resident B (household member) with visitors
day_6_1fps.mp4
3 h 30 min
11 min
1
2026-08-07
a… See the full description on the dataset page: https://huggingface.co/datasets/liguo12/Tencent_Fall_Detection.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/MahedixHasan/pose-guided-fall-detection-icta2026.fall-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_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.