| | --- |
| | license: cc-by-nc-nd-4.0 |
| | task_categories: |
| | - object-detection |
| | - video-classification |
| | tags: |
| | - computer vision |
| | - Action Recognition |
| | - fall detection |
| | - Object Detection |
| | size_categories: |
| | - 1K<n<10K |
| | --- |
| | # 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](https://unidata.pro/datasets/fall-detection/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=fall-detection)** |
| |
|
| | ## Dataset characteristics: |
| | | Characteristic | Data | |
| | |-------------------------|----------------------------------------------------------------------| |
| | | Description | Videos of staged human falls in various indoor and outdoor environments, captured in controlled environments from static and moving camera perspectives | |
| | | Data types | Video | |
| | | Tasks | Public Safety, Computer Vision | |
| | | Total number of files | 10,000 | |
| | | Labeling | Metadata (fps, resolution, has_audio, environment_type, time_of_day, weather, camera_motion, participants_count, source_type) | |
| | |
| | ### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/fall-detection/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=fall-detection) to discuss purchase terms. |
| | |
| | ## Dataset structure |
| | - metainfo.xlsx - metadata for the dataset |
| | - sample - videos for the dataset |
| | |
| | |
| | ### 🧩 Like the dataset but need different data? We can collect a custom dataset just for you - learn more about our data collection services [here](https://unidata.pro/datasets/fall-detection/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=fall-detection) |
| | |
| | ## Similar Datasets: |
| | 1. [Fight Detection Video Dataset](https://unidata.pro/datasets/fight-detection-video/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=fall-detection) |
| | 2. [Real-Time Traffic Video Dataset](https://unidata.pro/datasets/real-time-traffic-and-environmental-video-dataset/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=fall-detection) |
| | 3. [Weapon Detection Dataset](https://unidata.pro/datasets/weapon-detection/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=fall-detection) |
| | |
| | ## 🌐 [UniData](https://unidata.pro/datasets/fall-detection/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=fall-detection) - your trusted data partner. Unique, accurate, thoroughly collected and annotated data designed to fuel your AI/ML success. |
