| --- |
| license: other |
| license_name: xentim-sample-evaluation |
| license_link: https://xentim.com/datasets/fall-detection/licence.txt |
| pretty_name: Fall Detection Dataset Sample |
| task_categories: |
| - video-classification |
| tags: |
| - fall-detection |
| - pose-estimation |
| - keypoints |
| - skeleton |
| - action-recognition |
| - synthetic |
| - cctv |
| - computer-vision |
| size_categories: |
| - n<1K |
| extra_gated_heading: Get the free Fall Detection Dataset sample |
| extra_gated_prompt: This sample is for internal evaluation only. See LICENSE.txt. Your details go to Xentim (TATO STUDIO sp. z o.o.), so we can reply about your evaluation. Privacy policy https://xentim.com/en/privacy-policy |
| extra_gated_button_content: Get the sample |
| extra_gated_fields: |
| Company or institution: text |
| Work email: text |
| Role: text |
| What will you test it on?: text |
| I agree to use this sample for internal evaluation only: checkbox |
| --- |
| |
| # Fall Detection Dataset v1.2: free sample |
|
|
| Free evaluation sample of a synthetic dataset for skeleton-based fall detection and person-down alarms. |
|
|
|  |
|
|
| **Synthetic data:** no real people and no personal data. |
|
|
| ## What is in this sample |
|
|
| - 336 sequences from 28 simulated events |
| - `data/frames.parquet`: one row per frame and camera |
| - `data/index.csv`: one row per sequence |
| - `data/skeleton3d/`: 3D skeletons |
| - `preview_videos/`: short skeleton previews |
| - `00_OVERVIEW_*.mp4`: overview of the sample |
| - `DATASHEET.md`: full specification and known limits |
|
|
| This is skeleton data, with no RGB video. |
|
|
| ## Load it |
|
|
| ```python |
| import pandas as pd |
| |
| index = pd.read_csv("data/index.csv") |
| frames = pd.read_parquet("data/frames.parquet") |
| print(index.head()) |
| ``` |
|
|
| ## Full dataset |
|
|
| 12,108 sequences, 2.22 million annotated frames, 20.6 hours at 30 fps, 12 virtual cameras per event, 17 COCO keypoints, bounding box and fall phase per person per frame. |
|
|
| Commercial licence, from 18,000 EUR: [Fall Detection Dataset](https://xentim.com/datasets/fall-detection/) |
|
|
| ## Licence |
|
|
| Free for internal evaluation only, see [LICENSE.txt](LICENSE.txt). Using it in a product needs a paid licence. |
|
|
| Questions or custom data: contact@xentim.com |
|
|
