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Violence dataset gov website belongs to an official government organization in the United States. Includes records for all crimes such as burglaries (vehicle Hockey Violence Dataset: A dataset focused on violent interactions in hockey games. It has been generated using this raw template. Subset (1) default · 2 Upload Dataset/train/xd_violence_videos_part3000-end. The viewer is disabled because this dataset repo requires arbitrary Python code execution. DL models have greatly improved the automation of violence detection systems by effectively capturing intricate visual patterns. 1 UCDP Candidate Events This dataset comprises all recorded gun violence incidents in the US between January 2013 and March 2018, inclusive. It is Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Request PDF | Weapon Violence Dataset 2. ; Run python data Traing and infer for XD-Violence dataset. py python ucf_test. Also, we present a new method that utilizes both the merits of 3D pixels. , January – March, April – June, July – September, October – December), from 2001 to the present (1991 to present for Homicides), with a focus on those related to gun violence. Content Our Dataset Contains 1000 Violence and 1000 non-violence videos collected from youtube videos, violence videos in our dataset contain many real street fights situations in several environments and conditions. We’re on a journey to advance and democratize artificial intelligence through open source and open science. Khattab, “ Violence Recognition from Videos using Deep Learning Techniques”, Proc. Violence. Please consider removing the loading script and relying on automated data support (you can use convert_to_parquet from the datasets library). Conflict and Violence: UCDP Georeferenced Event Dataset: This is an event dataset combining the three types of UCDP conflicts above. Followers 0. Data Description The WVD stands as a pioneering synthetic dataset for violence. Sabbir Hossain Molla , Md. also non A dyad-year dataset identifying violent political protests, 1989-2019. Current datasets for violence detection contain videos recorded from phone cameras which could alter the needed CCTV distributions. No License Provided. It consists of 4,754 untrimmed videos with a total duration of 217 hours, covering six violence types and providing RGB, optical flow, and audio streams for each video. Edit Project . new_violence_dataset. Recognizing the The current state-of-the-art on Crowd Violence Dataset is Structured Keypoint Pooling. 5K) Modified: 19 December 2024 Data Check - Use data with HXL hashtags to automatically detect errors and validate against common vocabularies. The armed actors include government forces, pro-government militias, and rebel groups between 1989-2009 (SVAC 1. 3522 open source violence-kUWv images. People. Fight_Detection_Dataset. 5k images 1 class. 8k images 2 classes 1 model. school_240229_step1_1person. An official website of the United States government. Croissant. Dataset card Viewer Files Files and versions Community 1 New discussion New pull request. Tanjim Mahmud Tuhin , Fardin Shahab , Ayat Subah Alam , Saadia Binte Alam 6160 open source violence-no_violence images plus a pre-trained violence detection model and API. Universe The gun violence dataset used in this project was obtained from [Kaggle. The data set contains 246 videos. py References. 🔍 Features: High Accuracy: Achieves a remarkable 95% accuracy in distinguishing between violent and non-violent scenes. Social. Table 1 compares the main features of DECO to some of the other most frequently used datasets on electoral violence. in addition to violence against civilians events, this file Violence detection using the latest yolo model version 8 - aatansen/Violence-Detection-Using-YOLOv8-Towards-Automated-Video-Surveillance-and-Public-Safety . Unexpected end of JSON input. Learn The violence detection image dataset contains RGB images and skeletal point images. Airtlab Violence Dataset: A dataset containing videos of violent incidents in various settings. The italic text refers to the currently observed topic. Chawky, D. This dataset contains aggregate data on violent index victimizations at the quarter level of each year (i. keyboard_arrow_up The field of violence detection has introduced various datasets, yet context-based violence detection predominantly focuses on vision data, with a notable lack of NLP datasets. By combining these data sources, researchers can gain new traction when probing the interlinkages between different forms of political violence, both during and outside of electoral periods. g. Violence dataset by NUSCrimeSocietyDatasets Dataset Card for Dataset Name This dataset card aims to be a base template for new datasets. Anti-Civilian Violence meaning. The last channel contains 3 layers for RGB components and 2 layers for optical This project detects violence in real-time from webcam footage using a pre-trained VGG19 model for spatial features and LSTM for temporal analysis, achieving 95% accuracy. Practitioners, researchers, journalists, and governments depend on ACLED for The dataset consists of a total of 334 videos, divided into 60 instances of hot violence, 54 instances of cold violence, and 54 instances categorized as no violence for both RGB and optic flow data. Unexpected token Gender-based violence (GBV) remains one of major obstacles to women's increased agency and is a key domain of gender inequality. 3. In addition to these production-based emissions, they publish consumption-based emissions for the last three decades, which can be viewed in our Greenhouse Gas Emissions Data Explorer . All the videos were downloaded from YouTube. GBV(Gender-Based Violence Dataset Collection in Africa ) - GitHub - alamanii/GBV_datasets: GBV(Gender-Based Violence Dataset Collection in Africa ) We’re on a journey to advance and democratize artificial intelligence through open source and open science. 0, & SVAC 3. cap_crime. The latest violence video dataset is RWF-2000. 2462 open source Violence images. It has two main directories: “Non-Violence” and “Violence”. You switched accounts on another tab or window. Resources. ; Open the file, remove unnecessary columns, export to MPVDatasetDownload. Workplace violence includes occupational abuse (physical, sexual, verbal and psychological), threats or harm among health workers, and workplace harassment. Created by MY SPACE Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. yolov5. Unexpected token We downloaded the "Anti-Civilian Violence" dataset (from 10 June 2022) that can be found here. These violence datasets cover all types of violent crime including reported sexual assault and are suited for social science research on crime and other related topics. Export. Dataset card Viewer Files Files and versions Community 1 main XD_violence_dataset / Test_dataset. py Traing and infer for UCF-Crime dataset. Dataset card Viewer Files Files and versions Community 1 Subset (1) default · 18. Explore and run machine learning code with Kaggle Notebooks | Using data from Violene. 1, SVAC 3. It is crafted by harnessing the immersive photorealistic environment of the open-world game, Grand Theft Auto V (GTA-V) [4]. First of all, you have to use the preprocess. The dataset has undergone manual annotation to clas-sify the clips into two categories: violent and non-fight. Kamal, M. Violence against women continues to be an obstacle to achieving equality and peace, as well as to the fulfillment of women and girls’ human rights. Intended Use Existing datasets in this field often resort to using content from movies or open-source video platforms like YouTube, further emphasising the scarcity of authentic data. To address this, our dataset aims to pioneer a new approach by creating the first synthetic virtual dataset for violence detection, named the Weapon Violence Dataset (WVD ViT Base Violence Detection Model Description This is a Vision Transformer (ViT) model fine-tuned for violence detection. Object Detection 3522 open source violence-kUWv images. ¹ Figure 1. ACLED is the highest quality and most widely used real-time data and analysis source on political violence and protest around the world. For employees Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Go to Universe Home The purpose of violence detection is to determine whether or not a violent action has occurred. The dataset used is a multifarious compilation from various popular sources commonly used for violence detection, including the hockey fight dataset, the movies dataset [7], and a variety of videos sourced from YouTube and Shutterstock website. Object Detection. new_violence_dataset dataset by Weapon and fight detection model Preventing Repeat Incidents of Family Violence: A Reanalysis of Data From Three Field Tests in Manhattan [New York City], New York, 1987, 1995-1997. The violent scenes dataset (VSD) [6] is a recently proposed benchmark dataset for violence detection limited to only 3 audio-related categories ‘explosions, screams, gunshots’ and 6 video-related categories ‘blood, fire, firearms, cold arms, car chases and gory scenes’ based on 32 movies. However, such datasets include few low-res videos, sometimes in too specific The Collective Violence Early Warning (CVEW) Dataset was developed by CSIS in 2021 to fill this gap and act as comprehensive collective violence early warning and monitoring tool. Learn more . Political Violence in 2022 Russia’s full Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Contribute to Roc-Ng/XD-Violence development by creating an account on GitHub. Go to Universe Home. Soliman, M. csv files and field names are uniformized across files. Dataset card Files Files and versions Community 1 Dataset Viewer . py python xd_test. 1000 videos containing real street fight and 1000 video from other classes To address this problem, in this work we first release a large-scale and multi-scene dataset named XD-Violence with a total duration of 217 hours, containing 4754 untrimmed videos with audio signals and weak labels. We can learn more, for example, about Pequeña base de datos de casos de violencia en lationamérica - DataScienceResearchPeru/violence_dataset Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Universe. new_violence_dataset dataset by teepakorn DECO differs from many other cross-national data sources on electoral violence in several respects. Workplace violence (WPV) is a globally prevailing public health concerns among healthcare workers. The videos are divided into 500 violent videos, and 500 non-violent videos. By using this dataset you can train the yolo model for violence detection. Learn Explore and run machine learning code with Kaggle Notebooks | Using data from violencewights-combo94-cnn-lstm. Afterward, you can use the inference. The data provided is one of the most accurate and well-used data-sources on global armed conflicts and its definition of armed conflict is becoming a standard in how conflicts are systematically defined and studied. Index crimes are 10 crime types selected by the FBI (codes 1-4) for special focus due xd-violence. The duration of these fight scenes ranges from 10 to 72 s. View in Dataset Viewer. e. A study using a 380 open source non-violence images plus a pre-trained Violence/Non-Violence model and API. A . Due to the large filesize, the dataset has not been uploaded here. python xd_train. Here's how you know Official websites use . All civilian targeting events, including remote violence, violence against unarmed protesters, and violence perpetrated by mobs and rioters are included in the data file below (i. org. Our dataset is derived from web data, self-produced data, and data selected from publicly available datasets,Mainly used for Skeletal and RGB based violence image detection. By using this dataset, you are agreeing to follow the rules and licensing agreements of the original datasets. Something went wrong and this page crashed! One major advantage of the DECO dataset is its compatibility with the UCDP family of datasets on political violence. To address this, our dataset aims to pioneer a new approach by creating the first synthetic virtual dataset for violence detection, named the Weapon Violence Dataset (WVD Real-life Violence Situations Dataset. Reload to refresh your session. The CRS Datasets Directory provides a list of datasets on peace and conflict. Automate any workflow Codespaces. This documentation presents how to download and process the Crowd-11 dataset. BibTex: You signed in with another tab or window. It presents a new –standalone- category of organized violence, which complements, and is compatible with, XD-Violence is a large-scale audio-visual dataset for violence detection in videos. , classification of short-clips, and the single scenario, or undersupplied, e. Each video maintains a resolution of (800 × 500) pixels and adheres to a frame rate of 15 frames per second. Violence has been analysed in silo due to difficulties in accessing data and concerns for the safety of those exposed. Full Screen Viewer . Size: 10K - 100K. First, in the cleaning step, the raw Excel files are converted to . That publication also The dataset used in this project is the ‘Real Life Violence Situations Dataset’ from the Kaggle Repository published by Mohamed Elesawy. Explore countries. Split (2) Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. See a full comparison of 1 papers with code. 1a provides samples extracted from the The Gun Violence Corpus (GVC) consists of 241 unique incidents for which we have structured data on a) location, b) time c) the name, gender and age of the victims and d) the status of the victims after the incident: killed or injured. Dataset card Viewer Files Files and versions Community 1 Dataset Viewer. No En Menu. The model is based on google/vit-base-patch16-224-in21k and has been trained on the Real Life Violence Situations dataset from Kaggle to classify images into violent or non-violent categories. With 7,000+ measures from 193 countries, the The dataset consists of a total of 334 videos, divided into 60 instances of hot violence, 54 instances of cold violence, and 54 instances categorized as no violence for both RGB and optic flow data. Effect of Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. npy files. Violence detection has been studied in computer vision for years. Each . like 0. pdf for an in-depth discussion of the data cleaning and linking. It is crafted by harnessing the immersive photorealistic environment of the open-world game, Grand Theft Auto V (GTA-V) . Start / Downloads UCDP Dataset Download Center. Non-Violence Violence. We referenced the repos below for the code. Among other features, it focuses on lethal events and contains a different geographical and temporal scope. Mostafa, B. Categorised by country and year. In addition, we matched all suicide attacks that are attributable to a specific group with the conflict_id and dyad_id found in the UCDP/ PRIO Armed Conflict Dataset and the UCDP One-sided Violence Dataset. For these data, 510 news articles were gathered following the 'data to text' approach. new_violence_dataset dataset by Cat Feeder Project. csv” lists all the actions recorded in the clips, with the number of times each action occurs in the dataset and a label to explain if the action is violent (y) or not (n); Dataset contain violence and non-violence images. UCDP. Disaggregated Datasets UCDP Georeferenced Event Dataset (GED) Global version 24. Preprocess contains the python script to transform original video dataset to . Dataset contain violence and non-violence images. gov websites use HTTPS. Full Screen Viewer. new_violence_dataset . Twitter; Facebook; License. Department of Justice — In the mid-1980s New York City officials developed an intervention program, the Domestic Violence Intervention Education Project (DVIEP), to reduce repeat incidents HTML; Federal. Find out what data are available for each type of violence and explore homicide rates in countries around the world. XDVioDet; DeepMIL; Citation. Violence against children . Real-time Detection: Processes images efficiently to Author(s): Tong, Chengwei; Guo, Mengzhuo; Tian, Yao; Zhang, Mengzhu; Li, Yangyang; Zhu, Chunyan; Bao, Jie; Sheng, Rongrong; Li, Qianqian; Liao, Yong | Abstract: This study presents ADViRDS, an innovative scale and dataset specifically developed for examining the psychological traits of domestic violence (DV) perpetrators. datasets, we created new fields with codes for countries and groups used by UCDP. like 3. COUNTRIES IN CONFLICT VIEW FATALITIES VIEW. Documentation. Browse State-of-the-Art Datasets ; Methods; More Newsletter RC2022. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Stay informed on the latest trending ML papers with code, research developments, libraries, hdx_bot_fs_check updated the dataset Conflict-Related Sexual Violence (CRSV) Data 2 months ago Data and Resources Metadata 2024 Conflict Related Sexual Violence Incident Data. Unexpected token < in JSON at position 0. Sign in Product GitHub Copilot. "Crowd-11: A Dataset for Fine Grained At the bottom of this page, we have guides on how to train a model using the violence datasets below. It contains violence annotations for 32 Hollywood movies and 86 short web videos downloaded from YouTube. Full Screen. Created by securityviolence Created by securityviolence Go to Universe Home Violence dataset (v1, 2022-07-29 7:16pm), created by ViolenceDataset 1 open source Violence-situations images and annotations in multiple formats for training computer vision models. To tackle challenges in computer vision for violence analysis, a synthetic dataset named the Weapon Violence Dataset (WVD) is proposed. No dataset card yet. detect violent and non-violent situations using the collected data [51] VD using soft computing techniques techniques from video data is in The source for this CO 2 data is the Global Carbon Budget, a dataset we update yearly as soon as it is published. The official dataset download page of the Uppsala Conflict Data Program (UCDP), the world’s main provider of data on organized violence. All in all, the promise of the Sustainable Development Goals (SDGs) - to leave no one behind - cannot be achieved without putting an end to violence against women. chula. XD_violence_dataset. Regularly updated datasets on the City's The RTV Dataset documents right-wing terrorism and violence in Western Europe since 1990. The dataset was compiled by Conflict Research Society on behalf of Conciliation Resources in The Armed Conflict Location & Event Data Project (ACLED) is a disaggregated data collection, analysis, and crisis mapping project. The dataset includes 500 clips depicting violent scenes, specifically fighting scenes in NHL games, and 500 clips depicting non-violent scenes, primarily showcasing general gameplay. py script to extract the skeletons. Source : Armed Conflict Location & Event Data Project (ACLED) Contributor: Armed Conflict 7657 open source violence images plus a pre-trained Violence Detection model and API. New: Create and edit this dataset card directly on The Lee Enterprises Public Service Journalism Team surveyed 150 women from July through October 2024 across eleven women’s daytime and overnight shelters throughout the Pacific Northwest. The dataset contains videos from the kaggle site. With the wide range of real-world violent incidents, these types of datasets make it easier to construct more reliable machine learning models with higher accuracy. Navigation Menu Toggle navigation. If this In facts, both techniques based on handcrafted features [2, 3] and deep learning [4, 5] demonstrated their accuracy for automatic violence detection on open datasets such as the Hockey Fight Dataset [6], the Movie Fight Dataset [6], and the Crowd Violence Dataset [7]. The dataset contains 1000 Violence and 1000 non-violence videos collected from youtube videos, which includes many real street fights situations in several environments and conditions. You signed out in another tab or window. In brief, the make command will result in two primary data processing steps. 4K) Modified: 16 December 2024 Download More On HDX and HDX Tools The goal of the project is to detect violence in video, in addition, to identifying objects through computer vision libraries. Learn Violent Scenes Dataset. No Organization There is no description for this organization. xlsx XLSX (40. Our Bus Violence dataset aims to overcome the lack of significant public datasets for human violence detection on public transport, such as buses or trains. SyntaxError: Unexpected token < in JSON at Explore and run machine learning code with Kaggle Notebooks | Using data from Real Life Violence Situations Dataset. An additional labelling is provided in three csv files available in the main data repository directory (violence-detection-dataset): “action-class-occurrences. , the single modality, and hand-crafted features based multimodality. fall fire knife Violence kick mount punch walking. Other research uses a combination of approaches or algorithms. Viewer. See a full comparison We’re on a journey to advance and democratize artificial intelligence through open source and open science. Crowd Violence \ Non-violence Database and benchmark: A database of real-world, video footage of crowd violence, along with standard benchmark protocols designed to test both violent/non-violent classification and violence outbreak detections. Once you have trained a model, you can try to detect violence in a video of your choice. Specificially, it describes 260k gun violence incidents, with information such as the state where the incident took place and the number of injured/fatalities. xlsx from mappingpoliceviolence. Violence against children includes all forms of violence against people under 18 The EOSV dataset disaggregates the civilian victims in the one-sided violence dataset from the Uppsala Conflict Data Program by identifying which ethnic group they belong to, using the list of politically relevant ethnic groups from the Ethnic Power Relations data. 1989-2016: Global: Click here: Conflict Trends: Conflict and Violence: COW Intra-State War Data The model was trained using a relevant violence detection dataset and integrated with different software frameworks for enhancing the interface. Jump to main content UiO Faculty of Social Sciences C-REX - Center for Research on Extremism. Keeping with the theme of my previous data visualization blog post, I’m going to use my Data Visualization Gutenberg Block plugin to create a summary of the data from the Mapping Police Violence project. Learn The XD-Violence dataset is a large-scale multimodal video dataset for violence detection. Explore and run machine learning code with Kaggle Notebooks | Using data from violencewights-combo94-cnn-lstm. This paper summarizes several existing video datasets for violence detection and proposes the RWF-2000 database with 2,000 videos captured by surveillance cameras in real-world scenes. Skip directly to site content Skip directly to search. car fire person smoke Violence contact accident. 5k images 6 classes. Explore and run machine learning code with Kaggle Notebooks | Using data from Real Life Violence Situations Dataset . The violent flows-crowd violence dataset consists of 246 short YouTube video clips [7 Explore and run machine learning code with Kaggle Notebooks | Using data from [Private Datasource] Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. At the bottom of this page, we have guides on how to train a model using the violence datasets below. Object Detection Model snap. Write better code with AI Security. bosnia and herzegovina_political_violence_events_and_fatalities_by_month-year XLSX (8. Instant dev environments Therefore, automatically recognizing violent behaviors from video signals becomes essential. On this website you can download the dataset, use the RTV Map Tool, and read RTV Trend Reports. About Trends Portals Libraries . csv. Dataset; Groups ; Activity Stream; Real-life Violence Situations Dataset Real-life Violence Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. To see a shift in GBV patterns, boys and men must also be engaged to reduce the prevalence of The official dataset download page of the Uppsala Conflict Data Program (UCDP), the world’s main provider of data on organized violence. Important Note: We do not own these datasets. , January – March, April – June, July – September, October CSV; RDF; JSON; XML; City. school. We create a new benchmark called the Smart-City CCTV Violence Detection dataset (SCVD). com], and includes information about the location, date, summary, fatalities, injuries, total victims, age of shooter, mental health status, weapons used, race, gender, and other factors related to gun violence incidents in the United States. zip with huggingface_hub 25 days ago 25 days ago XD_violence_dataset. If you use this dataset, please cite our paper: Camille Dupont, Luis Tobias, and Bertrand Luvison. 123 images 8 classes 1 model. By providing information on the ethnic targets of violence, EOSV enables The injury, overdose, and violence dashboard provides data about these kinds of deaths. In this paper, an unsupervised framework is This project aims to develop a Collective Violence Early Warning Database to act as early warning mechanism by capturing incidents of violence across all provinces in Indonesia and analyzing data on various aspects of these XD_violence_dataset. 0: A synthetic dataset for violence detection | In the current era, satisfying the appetite of data hungry models is becoming an increasingly challenging task. However, previous work are either superficial, e. The structured data and articles report on a variety of gun 3522 open source violence-kUWv images. YT2. Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Created by Supratik. See what measures – such as policies, laws, prevention programmes, and victim services – countries are taking to address violence. python ucf_train. It must be noted that GTA-V has been utilized to generate synthetic datasets for other computer vision problems. The dataset includes 128,264 georeferenced incidences of armed conflict, non-state violence and one-sided violence. keyboard_arrow_up content_copy. Welcome to Violent-Flows - Crowd Violence \ Non-violence Database and benchmark: A database of real-world, video footage of crowd violence, along with standard benchmark protocols designed to test both violent/non-violent classification and violence outbreak detections. The dataset viewer is not available because its heuristics could not detect any supported data files. Fig. This dataset defines a total of 11 crowd motion patterns and it is composed of over 6000 video sequences with an average length of 100 frames per sequence. Nashed, Y. . In the end, the features extracted from The UCF-Crime dataset is a large-scale dataset of 128 hours of videos. It consists of 1900 long and untrimmed real-world surveillance videos, with 13 realistic anomalies including Abuse, Arrest, Arson, Assault, Road Accident, Burglary, Explosion, Fighting, Robbery, Shooting, Stealing, Shoplifting, and Vandalism. Detecting and classifying violence is crucial for public safety and addressing societal violence. Auto-converted to Parquet API. PR & discussions documentation; Code of Conduct; Hub documentation; All dataset posted on 2023-09-30, 14:29 authored by Mahmudul Haque Mahmudul Haque , Hussain Nyeem Hussain Nyeem , Tareque Bashar Ovi , Al Nahid , Md. The CVEW dataset is a database that records all incidents of collective violence in Indonesia – regardless of the issue. Dataset card Files Files and versions Community Dataset Viewer. Something went wrong See the documentation main. This topic grew in popularity due to the need to develop appropriate and automatic violence detection systems that investigated visual data obtained from security cameras positioned in various regions. Existing datasets may be biased towards specific XD-Violence is a large-scale audio-visual dataset for violence detection in videos. You can try uploading some data files, or configuring the data files location manually. Tags: Croissant. If you find this repo useful for your research, please consider citing our paper: @article {wu2023vadclip, title = {Vadclip: Adapting vision POLITICAL VIOLENCE TRENDS A CHANGING CONFLICT LANDSCAPE Political violence in 2022 increased by 27% – or nearly 27,000 events – compared to 2021, diverging from several years of declining violence levels. A significant portion of attacks have not been claimed This project makes available two violence datasets built with daily event data sourced from Project GDELT Events Database and GIS data sourced from OpenStreetMap. gov. License: mit. 0), and government forces and rebel groups for 2010-2021 (SVAC 2. To address this, our dataset aims to pioneer a new approach by creating the first synthetic virtual dataset for violence detection, named the Weapon Violence Dataset (WVD The Global Database on Violence against Women provides up-to-date information on measures taken by governments to address different forms of violence against women. - DEENA0503/violence_detection_alert_system Explore and run machine learning code with Kaggle Notebooks | Using data from Violene. Object Detection . Data Description. Learn more. Organization. OK, Got it. As an outcome of the paper, we developed a fully-fledged violence detection system based on deep learning algorithms which passed different tests and evaluations. 04 seconds, the 3. Sign In; Subscribe to the PwC Newsletter ×. It consists of 4,754 untrimmed videos with a total duration of 217 hours, covering six violence A large scale video database for violence detection, which has 2,000 video clips containing violent or non-violent behaviours. The current dataset totals 3474 images, there are a total of 2,421 in the RGB section and 1,053 in the skeletal section. However, the quality and diversity of the training data greatly impact the effectiveness of these models. Export metadata for this dataset: JSON | CSV. The current state-of-the-art on Movies-Fight Dataset is Structured Keypoint Pooling. please use it in case of using the dataset in research or engineering purpose ) Get data on GitHub. To overcome this, this paper presents the first Korean dialogue dataset for classifying violence that occurs in online settings: the Korean Crime Dialogue Dataset (KCDD Understanding the Causes of School Violence Using Open Source Data, United States, 1990-2016 recent views Department of Justice — This study provides an evidence-based understanding on etiological issues related to school shootings and rampage shootings. Find and fix vulnerabilities Actions. Along with these models, we have designed a custom convolutional neural network (CNN) as a feature extractor and a pretrained model which is initially trained on a movie violence dataset. In this work, we used pre-trained deep neural Pornography-2k dataset, VSD2014: violent and pornographic scene localization from video: movie scene content rating: A Deep Learning approach for the Motion Picture Content Rating: scholar: 2019: MLP + rule-based decision: Violence detection is a complex machine vision problem involving insufficient violent datasets and wide variation in activities and environments. 4. Modalities: Video. 1 contributor The Uppsala Conflict Data Program (UCDP) has recorded ongoing violent conflicts since the 1970s. DCAT(rdf/xml) DCAT(xml) DCAT(N3) DCAT(ttl) DCAT(jsonld) DataCite CSL DublinCore BibTex. Already published benchmarks mainly present situations with actions in stable conditions from videos gathered by urban surveillance cameras located in fixed positions, such as buildings, street lamps, etc. Ideally data from the same indiv dataset of violence/cartoon image metadata in google open images dataset (scrap images with label names): Google Open Images dataset of normal image metadata in NUS-WIDE dataset: NUS-WIDE images urls Description: Use Download MPVDatasetDownload. Sign In; Subscribe to the PwC Newsletter × . It is important to identify the prevalence of workplace violence at the workplace. That dataset contains violent and non-violent videos, 5 seconds duration, 30 frames per second, with the amount of 2000 videos. Learn Dataset covering 01 January 2020 to 19 November 2024 on incidents of sexual violence perpetrated by conflict actors, security personnel, and sexual violence that targets aid workers, educators, health workers and IDPs/refugees. To perform just the cleaning step, run the following command in the repository root folder: The current state-of-the-art on Movies-Fight Dataset is Structured Keypoint Pooling. A lock ( ) or https:// Contribute to ZHEQIUSHUI/Violence-Recognition-Dataset development by creating an account on GitHub. The Sexual Violence in Armed Conflict (SVAC) dataset measures reports of the conflict-related sexual violence committed by armed actors during the years 1989-2021. However, owing to the intricate nature of severe violence that frequently happens in online games, many non-violent activities exhibit significant variability in their temporal dimensions. On A collection of preprocessed CCTV recordings of Violence and Weaponized Violence. Sign In or Sign Up. Unexpected token < in JSON at position 4. The data was downloaded from Gun Violence Archive's website. Baton Rouge Police Crime Incidents recent views City of Baton Rouge — Crime incident reports beginning January 1, 2021. Sign In. Collective violence is defined as “ the intentional use of physical force or threat of The data on the Mayor's Office Violence Reduction Dashboard is updated daily with an approximately 48-hour lag. Secure . 79-84, 2019. These anomalies are selected because they have a significant Our model is trained to distinguish between violent and non-violent scenes with high accuracy, making it a valuable tool for enhancing security and monitoring safety. It leverages transfer learning and includes multi-threading and asynchronous email notifications for efficient real-time alerts. Therefore, this study aimed We’re on a journey to advance and democratize artificial intelligence through open source and open science. In total, ACLED records close to 100,000 political violence events in 2021 and over 125,000 in 2022. 2). The WVD stands as a pioneering synthetic dataset for violence. 9th International Conference on Intelligent Computing and Information Systems (ICICIS'19), Cairo, pp. The shortest clip duration is 1. UNICEF Data UNICEF Data: Monitoring the situation of children and women The XD-Violence dataset is a large-scale multimodal video dataset for violence detection. From the organization's description: Gun Violence Archive (GVA) is a not for profit corporation formed in 2013 to provide free online public access to accurate information about gun-related violence in the United States. The “Non-Violence” directory contains 1136 real-life situation videos Research on automated violence detection can be considerably benefited by the availability of a large, high-quality, generalized dataset based on violent occurrences. Skip to content. Furthermore, this dataset contains weaponized violence class so it could be used by DNNs to learn the distribution of any audio-based-violence-dataset. As cases are passed from the initial reporting officer to the investigating detectives, some recorded data about incidents and victimizations may change once additional information arises. While there is some literature on violence and its associations using individual datasets, analyses using combined sources of data are very limited. 1 UCDP Candidate Events Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. 5k rows. ipynb notebook to perform the This dataset has the following citation: M. Libraries: Datasets. Stay informed on the latest trending ML papers with code, research developments, libraries, methods, and datasets. Size: 1K - 10K. secbot. npy file is a tensor with shape = [nb_frames, img_height, img_width, 5]. Existing datasets in this field often resort to using content from movies or open-source video platforms like YouTube, further emphasising the scarcity of authentic data. Dataset Details Dataset Description Curated by: [More Information Needed] Funded by [optional]: [More Information Needed] Shared by [optional]: [More Information Needed] Language(s) (NLP): [More Information To tackle challenges in computer vision for violence analysis, a synthetic dataset named the Weapon Violence Dataset (WVD) is proposed. This dataset is intended to be used for assessing the quality of methods for the detection of violent scenes and/or the recognition of some high level, violent related, concepts in movies. new_violence_dataset dataset by yolov5 The current violence datasets often exhibit significant time discrepancies between violent and non-violent instances. kympvcoxz loy svxw uxa kicht lua pgwoht zbr eubq xibucb