How Violence Detection APIs Work Behind The Scenes

Nowadays, the need for effective content moderation tools has become increasingly apparent. Violence Detection APIs play a crucial role in identifying and mitigating harmful content across various platforms. In this blog, we'll delve into how these APIs operate behind the scenes, exploring their endpoints, integration methods, and the features offered by Zyla API Hub as a API Marketplace.

Diving Into Zyla API Hub

Zyla API Hub functions as an user-friendly marketplace catering towards developers by providing a wide array of APIs to cater to a diverse set of developers and modern content requirements. Through a single account, SDK, and API key, you can effortlessly navigate and oversee various APIs, simplifying integration and boosting overall productivity.

Zyla API Hub’s Violence Detection APIs

Weapons Detection - Image Moderation API:

This API specializes in detecting weapons, alcohol, and drugs in images, offering valuable support for security and safety applications. By analyzing visual content, it identifies objects such as firearms, knives, and illicit substances, enabling proactive intervention in potentially harmful situations. 

WAD DETECTION: Detects weapons, alcohol, and drugs in images.

Input Parameters: Image URL

Supported Languages: Java, Python, PHP, and more.

Verbal Abuse Detection API:

The Verbal Abuse Detection API employs natural language processing techniques to identify instances of hate speech, offensive language, and verbal abuse in text-based content. 

TEXT INSULT DETECTION: Identifies instances of hate speech and verbal abuse in text-based content.

Input Parameters: Text

Supported Languages: cURL, Python, PHP, and more.

Violence Detection - Image Moderation API:

This API utilizes advanced algorithms to analyze images and detect violent or graphic content. By examining factors such as blood, gore, and disturbing imagery, it provides a probability score indicating the likelihood of such content being present. 

VIOLENCE DETECTION: Analyzes images for violent or graphic content, providing a probability score.

Input Parameters: Image URL

Supported Languages: JavaScript-XHR, Python, PHP, and more.

Signing Up On Zyla API Hub

Here's how to kickstart your journey with Zyla API Hub and its suite of Violence Detection APIs:

  • Registration: Start by visiting Zyla API Hub and filling out the registration form.
  • Accessing API Dashboard: Once registered, log in to your account and navigate to the API Dashboard to explore the available APIs.
  • Exploring the APIs: Delve into the comprehensive documentation to grasp the input parameters and endpoints, according to your need, for each API.
  • Implementation: Effortlessly integrate the APIs using your preferred programming language supported by Zyla API Hub.

Example

This is a example of Violence Detection APIs (Weapons Detection - Image Moderation API) offered on Zyla API Hub with Implementation through NodeJs-Axios:

YOUR INPUT

URL INPUT:

https://upload.wikimedia.org/wikipedia/
commons/6/69/Zombie_Walk_Cannes_2013.JPG

THE API's RESPONSE:

{  "status": "success",  "request": {    "id": "req_fVYJW2P0N62cAoAnrhkfZ",    
"timestamp": 1711096430.662132,    "operations": 1  },  "gore": {    "prob": 
0.63  },  "media": {    "id": "med_fVYJEmTk0ggA1E4dSPNZg",    "uri": "https://upload.wikimedia.org/wikipedia/commons/6/69/Zombie_Walk_Cannes_2013.JPG"  }}

Implementarion through NodeJs-Axios:

var axios = require('axios');
var config = {
method: 'POST',
url: 'https://zylalabs.com/api/556/violence+detection+-+image+moderation+api/396/violence+detection?url=https://upload.wikimedia.org/wikipedia/commons/6/69/Zombie_Walk_Cannes_2013.JPG',
headers: { 
    'Authorization': 'Bearer Key'
    },
};
axios(config).then(function (response) {
console.log(JSON.stringify(response.data));
})
.catch(function (error) {
console.log(error);
});

Conclusion

In conclusion, Violence Detection APIs offered by Zyla API Hub play a crucial role in maintaining a safe and secure online environment. By leveraging these APIs and their endpoints, platforms can effectively detect and mitigate violent or harmful content, fostering a positive user experience for all. With Zyla API Hub's comprehensive features and seamless integration options, developers have the tools they need to ensure content safety and moderation. 

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