NsfwSpy 1.0.1

<img src="https://raw.githubusercontent.com/d00ML0rDz/NsfwSpy/main/NsfwSpy-Logo.jpg" alt="NsfwSpy Logo" width="400"/>

Introduction

NsfwSpy is a nudity/pornography image classifier built for .NET to aid in moderating user-generated content for various different application types, written in C#. The ML.NET model has been trained against the ResNet V250 neural net architecture with over 360,000 images, from 5 different categories:

Performance

NsfwSpy isn't perfect, but the accuracy should be good enough to detect approximately 96% of Nsfw images, those being images that are classed as pornography, sexy or hentai.

Quick Start

This project is available as a Nuget package and can be installed with the following commands:

Package Manager

Install-Package NsfwSpy

.NET CLI

dotnet add package NsfwSpy

Classify an Image File

var nsfwSpy = new NsfwSpy();
var result = nsfwSpy.ClassifyImage(@"C:\Users\username\Documents\flower.jpg");

Classify a Web Image

var uri = new Uri("https://raw.githubusercontent.com/d00ML0rDz/NsfwSpy/main/NsfwSpy.Test/Assets/flower.jpg")
var nsfwSpy = new NsfwSpy();
var result = nsfwSpy.ClassifyImage(uri);

Classify Multiple Image Files

var files = Directory.GetFiles(@"C:\Users\username\Pictures")
var nsfwSpy = new NsfwSpy();
nsfwSpy.ClassifyImages(files, (filePath, result) =>
{
    Console.WriteLine($"{filePath} - {result.PredictedLabel}");
});