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High-quality background removal / matting and monocular image depth estimation for Unity Barracuda and Sentis

可编程渲染管线(SRP)兼容性

Unity可编程渲染管线(SRP)是让您能够通过C#脚本控制渲染的一个功能。SRP是支撑通用渲染管线(URP)和高清渲染管线(HDRP)的底层技术。
Unity版本内置渲染管线通用渲染管线(URP)高清渲染管线(HDRP)
6000.0.30f1
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2021.3.32f1
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描述

Awesome ML Kit gives Unity developers easy way to employ optimized real-time ML models centered around computer vision.



Documentation



Forum thread



Background matting demo video



The current set of models includes


1. High-quality background removal/background matting based on RobustVideoMatting. Optimized for Unity, both horizontal and vertical/portrait video aspect ratio supported


2. Depth estimation by single image



Features


1. Sample scene for each model. Specially made visualizations with different post effects. Additional 3d scene, background blur and glitch scenes


2. Select solid color / image / video as background replacement; put Unity content between foreground & background layers


3. Different model versions for Quality / Speed tradeoff


4. Linear/Gamma color spaces supported


5. WebCamTexture support


6. Unity VideoPlayer integration


7. AVPro Live Camera integration (recommended instead of WebCamTexture)


8. AVPro Video 3 integraion



Ideal for


+ Video processing


+ Media installations


+ Apps with video streaming (e.g. can be used with Agora.io)


+ Kiosks



Performance (barracuda)


NVidia RTX3070


+ Background removal: 300 FPS


+ Depth estimation: 400 FPS



NVidia GTX1050Ti (mobile)


+ Background removal: 50 FPS


+ Depth estimation: 80 FPS



Note: only desktop platforms currently supported (tested on Windows DX11 and Linux Vulkan)


Unity versions: 2021 and above (Unity 6 now supported)


Awesome ML Kit

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许可证类型:Single Entity

一个实体
适用于个人或小型企业。
多个实体
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6 个月前
High Quality Background Removal
So far the best background removal quality across different models. The asset is easy to use and the included support for AVPro plugins made it all th...

许可证类型

文件大小

3.5 MB

最新版本

3.0.0

最新发布日期

2025年5月7日

原始 Unity 版本

2021.3.32
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11000+款5星资源
深受用户信赖
8.5万+用户参与评分
强大的社区支持
10万+社区成员鼎力支持
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