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d00ML0rDz authored Apr 25, 2022
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<img src="https://raw.githubusercontent.com/d00ML0rDz/NsfwSpy/main/_art/NsfwSpy-Logo.jpg" alt="NsfwSpy Logo" width="400"/>

# Introduction
NsfwSpy is a nudity/pornography image and video classifier built for .NET Core 2.0 and later, with support for Windows, [macOS](#macos-support) and Linux, to aid in moderating user-generated content for various different application types, written in C#. The [ML.NET](https://github.com/dotnet/machinelearning) model has been trained against the ResNet V250 neural net architecture with 538,000 images (186GB), from 4 different categories:
NsfwSpy is a nudity/pornography image and video classifier built for .NET Core 2.0 and later, with support for Windows, [macOS](#macos-support) and Linux, to aid in moderating user-generated content for various different application types, written in C#. The [ML.NET](https://github.com/dotnet/machinelearning) model has been trained against the ResNet V250 neural net architecture with 537,000 images (186GB), from 4 different categories:

| Label | Description | Files |
| ----------- | ----------- | ----- |
| Pornography | Images that depict sexual acts and nudity. | 108,000 |
| Sexy | Images of people in their underwear and men who are topless. | 76,000 |
| Hentai | Drawings or animations of sexual acts and nudity. | 83,000 |
| Neutral | Images that are not sexual in nature. | 270,000 |
| Neutral | Images that are not sexual in nature. | 268,000 |

<img src="https://raw.githubusercontent.com/d00ML0rDz/NsfwSpy/main/_art/Examples.gif" />

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| | Pornography | Sexy | Hentai | Neutral |
| --- | --- | --- | --- | --- |
| Is Nsfw <sub><sup>(pornography + sexy + hentai >= 0.5)</sup></sub> | 96.1% | 96.8% | 95.0% | 4.0% |
| Correctly Predicted Label | 86.3% | 82.7% | 91.8% | 96.4% |
| Is Nsfw <sub><sup>(pornography + sexy + hentai >= 0.5)</sup></sub> | 96.5% | 97.2% | 95.1% | 3.7% |
| Correctly Predicted Label | 86.0% | 83.2% | 91.8% | 96.8% |

# Quick Start
This project is available as a [NuGet](https://www.nuget.org/packages/NsfwSpy/) package and can be installed with the following commands:
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