https://github.com/lovoo/NSFWDetector

A NSFW (aka porn) detector with CoreML
https://github.com/lovoo/NSFWDetector

cocoapods coreml ios ios-library lovoo machine-learning swift

Last synced: 3 months ago
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A NSFW (aka porn) detector with CoreML

• Host: GitHub
• URL: https://github.com/lovoo/NSFWDetector
• Owner: lovoo
• License: bsd-3-clause
• Created: 2018-08-14T09:21:41.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2022-06-10T13:56:41.000Z (over 2 years ago)
• Last Synced: 2024-04-24T19:02:10.123Z (6 months ago)
• Topics: cocoapods, coreml, ios, ios-library, lovoo, machine-learning, swift
• Language: Swift
• Homepage:
• Size: 264 KB
• Stars: 1,561
• Watchers: 49
• Forks: 107
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-ios - NSFWDetector - A NSFW (aka porn) detector with CoreML. (Media / Media Processing)
• awesome-deepfake-porn-detection - github
• awesome-ios-star - NSFWDetector - A NSFW (aka porn) detector with CoreML. (Media / Media Processing)

README

        
# ![NSFWDetector](https://github.com/lovoo/NSFWDetector/blob/master/assets/header.png?raw=true)

[![Version](https://img.shields.io/cocoapods/v/NSFWDetector.svg?style=flat)](https://cocoapods.org/pods/NSFWDetector)

[![License](https://img.shields.io/cocoapods/l/NSFWDetector.svg?style=flat)](https://cocoapods.org/pods/NSFWDetector)

[![Platform](https://img.shields.io/cocoapods/p/NSFWDetector.svg?style=flat)](https://cocoapods.org/pods/NSFWDetector)

NSFWDetector is a small (**17 kB**) CoreML Model to scan images for nudity. It was trained using CreateML to distinguish between porn/nudity and appropriate pictures. With the main focus on distinguishing between instagram model like pictures and porn.

## Usage

```swift

guard #available(iOS 12.0, *), let detector = NSFWDetector.shared else {

    return

}

detector.check(image: image, completion: { result in

    switch result {

    case let .success(nsfwConfidence: confidence):

        if confidence > 0.9 {

            // 😱🙈😏

        } else {

            // ¯\_(ツ)_/¯

        }

    default:

        break

    }

})

```

If you want to enforce stricter boundaries for your platform, just apply a lower threshold for the confidence.

## Installation

### Swift Package Manager

```swift

dependencies: [

    .package(url: "https://github.com/lovoo/NSFWDetector.git", .upToNextMajor(from: "1.1.2"))

]

```

### Cocoapods

```ruby

pod 'NSFWDetector'

```

⚠️ Because the model was trained with CreateML, you need **Xcode 10** and above to compile the project.

## App Size

The Machine Learning Model is only **17 kB** in size, so App size won't be affected compared to other libraries using the [yahoo model](https://github.com/yahoo/open_nsfw).

## Using just the Model

If you don't want to use the Detection Code, you can also just download the MLModel file directly from the latest [Release](https://github.com/lovoo/NSFWDetector/releases).

## Feedback

If you recognize issues with certain kind of pictures, feel free to reach out via [Mail](mailto:[email protected]) or [Twitter](https://twitter.com/LOVOOEng).

## Author

Michael Berg, [[email protected]](mailto:[email protected])

## License

NSFWDetector is available under the BSD license. See the LICENSE file for more info.