OpenDemoDescription
The High-Risk Balcony Behaviour Dataset is a collection of images and short clips to train models on identifying and analyzing unsafe or high-risk behaviours on balconies. The dataset captures a variety of actions, contexts, and environmental conditions, providing a diverse resource for research in human behaviour analysis, safety monitoring, and risk assessment.
It contains:
- 69 images (55 of risk behaviour, 14 of non-risk behaviour).
- 114 short clips (65 of risk behaviour, 49 of non-risk behaviour, average duration 12 seconds/clip).
Annotations
Both images and clips have been manually classified as depicting either risky behaviour or non-risky behaviour according to the following criteria:
- Risk: Any observable behavior that creates a potential safety hazard on a balcony. This includes, but is not limited to:
- Placing one or both feet above the balcony railing.
- Sitting, leaning, or resting the torso on the railing.
- Any other action that could lead to loss of balance or falling from the balcony.
- No Risk: Any behavior on the balcony that does not involve a potential hazard or compromise the individual’s safety, such as standing, walking, or sitting away from the railing.
Sample images
This section contains some examples of the images that are part of the database.
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Access
Access to the database is free but restricted, to allow us to keep track of how much it is used, and in which projects. To get free access to the database, please contact us by email:
Acknowledgements
This work was partially supported by the R+D+i Project PID2020-113870GB-I00-“Desarrollo de herramientas de Soft Computing para la Ayuda al Diagnóstico Clínico y a la Gestión de Emergencias (HESOCODICE)”, funded by MCIN/AEI/10.13039/501100011033/.
