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README.md

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-license: cc-by-nc-nd-4.0
-task_categories:
-- object-detection
-tags:
-- violence
-- fighting detection
-- video surveillance
-- violence detection
-- object detection
-size_categories:
-- 1K<n<10K
----
-# Fight Dataset - 1,000+ videos
-
-The dataset comprises **1,000** high-quality videos captured from **static and moving surveillance cameras** at resolutions up to **1920×1080** and **30** FPS. These video clips contain **fights** and **violent actions** recorded in controlled environments. It is designed for research in **violence detection**, focusing on various detection techniques and algorithms, primarily aimed at advancing **public safety** and **security systems**. 
-
-By utilizing this dataset, researchers and developers can advance their understanding and capabilities in **computer vision**, **motion analysis**, and **crowd behavior** analysis technologies. - **[Get the data](https://unidata.pro/datasets/fight-detection-video/?utm_source=huggingface&utm_medium=referral&utm_campaign=fight-detection-video)**
-
-The footage was recorded in various surveillance scenarios, showcasing individuals with different attributes. Each video features humans engaged in either violent interactions or non-violent actions, simulating potential real fights and abnormal events in public spaces, captured from different cameras.
-
-# Frequently Asked Questions
-
-## What types of fight scenarios are included in the dataset?
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-The dataset contains video recordings of different physical confrontation scenarios captured for violence recognition research. The videos represent human interactions involving aggressive behavior, helping AI models learn visual patterns associated with fights and distinguish violent events from normal activities.
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-## Who can benefit from this fight detection dataset?
-
-The dataset is valuable for computer vision researchers, security technology companies, smart surveillance developers, universities, and organizations building automated monitoring solutions. It can support applications such as public safety systems, intelligent video analytics, workplace security, and real-time threat detection.
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-## Can this dataset be used for real-time surveillance applications?
-
-Yes. The dataset can support the development of AI models that analyze camera feeds and identify potentially dangerous activities.
-
-# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/fight-detection-video/?utm_source=huggingface&utm_medium=referral&utm_campaign=fight-detection-video) to discuss your requirements and pricing options.
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-Researchers can utilize this dataset to explore detection systems and recognition tasks that aim to prevent violent activity and improve authentication processes in security frameworks. The training data supports the development of violence detectors that can automatically detect violent events in video footage.
-
-## 🌐 [UniData](https://unidata.pro/datasets/fight-detection-video/?utm_source=huggingface&utm_medium=referral&utm_campaign=fight-detection-video) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects