Datasets:
Languages:
English
Size:
1K<n<10K
Tags:
fall-detection
pose-estimation
posture-classification
elderly-care
mediapipe
human-activity-recognition
License:
| cff-version: 1.2.0 | |
| message: "If you use this dataset, please cite it as below." | |
| type: dataset | |
| title: "AI-Driven Posture Analysis Fall Detection System for the Elderly: Dataset" | |
| authors: | |
| - family-names: "Ogbuitepu" | |
| given-names: "Patrick O." | |
| affiliation: "University of Essex" | |
| # orcid: "https://orcid.org/<ADD IF YOU HAVE ONE>" | |
| date-released: "2026-07-14" | |
| version: "1.0.1" | |
| license: "CC-BY-4.0" | |
| doi: "10.5281/zenodo.21359208" | |
| repository: "https://doi.org/10.5281/zenodo.21359208" | |
| keywords: | |
| - fall detection | |
| - pose estimation | |
| - elderly care | |
| - human activity recognition | |
| - computer vision | |
| - MediaPipe | |
| abstract: > | |
| Self-recorded video and static-image dataset of daily activities and fall | |
| scenarios, with frame/time-level annotations, used to develop and evaluate | |
| a MediaPipe-based posture analysis and fall detection system for elderly | |
| care, as described in the dissertation "AI-Driven Posture Analysis Fall | |
| Detection System for the Elderly." | |