Featuring **50,000 images**, our dataset includes challenging content such as graphic scenes, conflicts, and aggressive behaviors, with a focus on safety and security contexts. It's designed for AI enhancements in **content moderation**, making it crucial for developers and researchers in **image recognition** and **AI-driven security advancements**.

![2_Public Safety Documentation Imagery.jpg](https://prdstrapimediastorage.blob.core.windows.net/prdstrapimediastorage/assets/2_Public_Safety_Documentation_Imagery_d0ae0e2f8e.jpg)

Type

Amount

Field

Data Type

## Leverage this dataset to: 

Enhance AI Training with over 50,000 graphic images depicting scenes of violence and harmful use of weapons, this dataset is a valuable resource for training sophisticated AI models. Featuring a variety of scenarios, this dataset provides a crucial resource for AI models focused on detecting and responding to violent and dangerous situations. Our dataset is available in JPG format and can be customized to fit your specific resolution and frame rate needs. 

## Use cases

- **Content Moderation**
- **Image recognition**
- **Object Detection** 

## Technical Specifications

- **Type:** Computer Vision 
- **Quantity:** 50,000 
- **Unit:** Images 
- **Domain:** Content Moderation
- **Demographic Description:** Global 
- **Data Type:** Sensitive images
- **File Format:** JPG 
- **Resolution:** Available upon request 
- **Resolution Unit:** Available upon request 
- **Frame Rate:** Available upon request 



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## Why Choose Our Dataset?

<iframe width="100%" height="400" src="https://www.youtube.com/embed/tpzSae9wNLE?si=evnd0iXqzBx8nD_w" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>

### Ethical Data Collection
At Defined.ai, we are committed to ethical data collection practices, ensuring that our datasets are derived from fully consented, transparent processes. Our global, diverse crowdsourcing strategy not only expands the dataset's scope, but also steadfastly maintains standards of privacy and integrity. [Download our Ethical AI Manifesto](https://connect.defined.ai/ethical-ai-manifesto?utm_source=website&amp;utm_medium=menu&amp;utm_campaign=ethical-ai-manifesto).

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### License Information

This dataset is covered by our standard [Data license agreement](https://www.defined.ai/dataset/data-licence-agreement). The license agreement is perpetual and allows for the commercialization of all models built on the data.


Conflict-Related Imagery Dataset