---
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)

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