base on Real-time image and video processing library similar to GPUImage, with built-in beauty filters, achieving commercial-grade beauty effects. Written in C++11 and based on OpenGL/ES. <h1 align="center"> <a href="https://github.com/pixpark/gpupixel"><img src="./docs/image/describe.png"></a> </h1> <p align="center"> <a href="./README.md">English</a> | <a href="./README_CN.md">简体中文</a> </p> <p align="center"> <a href="https://gpupixel.pixpark.net/guide/intro">Build</a> <span> · </span> <a href="https://reactnative.dev/docs/tutorial">Examples</a> <span> · </span> <a href="https://reactnative.dev/showcase">Integration</a> </p> <p align="center"> <a href="https://github.com/pixpark/gpupixel/stargazers"><img alt="GPUPixel Stars" src="https://img.shields.io/github/stars/pixpark/gpupixel?style=social"/></a> <a href="https://github.com/pixpark/gpupixel/releases/latest"><img alt="GPUPixel Release" src="https://img.shields.io/github/v/release/pixpark/gpupixel"/></a> <a href="#"><img alt="GPUPixel Stars" src="https://img.shields.io/badge/Platform-iOS_%7C_Android_%7C_Mac_%7C_Win_%7C_Linux-red"/></a> <a href="https://github.com/pixpark/gpupixel/actions/workflows/cmake-multi-platform.yml"><img src="https://github.com/pixpark/gpupixel/actions/workflows/cmake-multi-platform.yml/badge.svg"></a> <a href="https://github.com/pixpark/gpupixel/blob/main/LICENSE"><img alt="GPUPixel Stars" src="https://img.shields.io/github/license/pixpark/gpupixel"/></a> </p> <p align="center"> <a href="https://trendshift.io/repositories/7103" target="_blank"><img src="https://trendshift.io/api/badge/repositories/7103" alt="pixpark%2Fgpupixel | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a> </p> --- > Welcome to join us to make GPUPixel better by participating [discussions](https://github.com/pixpark/gpupixel/discussions), opening [issues](https://github.com/pixpark/gpupixel/issues/new/choose), submitting [PRs](https://github.com/pixpark/gpupixel/pulls) 👏. ## Introduction ⛰️ GPUPixel is a real-time, high-performance image and video filter library, extremely easy to compile and integrate with small library size. 🔑 GPUPixel is written in C++11 and is based on OpenGL/ES, incorporating a built-in beauty face filter that achieves commercial-grade beauty effects. 🔌 GPUPixel supports platforms including `iOS`, `Android`, `Mac`, `Win` and `Linux`. It can theoretically be ported to any platform that supports OpenGL/ES. ## Effects Preview 👉 **Video: <a href="https://youtu.be/9BY1Qx1NEPs" target="_blank">YouTube</a> | <a href="https://www.bilibili.com/video/BV1xQ4y1L7Fh/?share_source=copy_web&vd_source=46adcb1014fa989cfcbb4cc1e866831e" target="_blank">BiliBili</a>** | **Origin** | **Smooth** | **White** | **ThinFace** | | :---------------------------------------------: | :-----------------------------------------------: | :----------------------------------------------: | :-----------------------------------------------: | | <img src="./docs/image/origin.gif" width="180px"> | <img src="./docs/image/smooth.gif" width="180px"> | <img src="./docs/image/white.gif" width="180px"> | <img src="./docs/image/thinface.gif" width="180px"> | | **BigEye** | **Lipstick** | **Blusher** | **ON-OFF** | | <img src="./docs/image/bigeye.gif" width="180px"> | <img src="./docs/image/lipstick.gif" width="180px"> | <img src="./docs/image/blusher.gif" width="180px"> | <img src="./docs/image/on-off.gif" width="180px"> | ## Architecture  ## Features This table compares the features supported by **GPUPixel** and **GPUImage** and **Android-GPUImage**: ✅: Supported | ❌: Not supported | ✏️: Planning | | [GPUPixel](https://github.com/pixpark/gpupixel) | [GPUImage](https://github.com/BradLarson/GPUImage) | [Android-GPUImage](https://github.com/cats-oss/android-gpuimage) | | :-------------------- | :---------------------------------------------: | :------------------------------------------------: | :----------------------------------------------------------: | | 📷 **Filters:** | ✅ | ❌ | ❌ | | Skin Smoothing Filter | ✅ | ❌ | ❌ | | Skin Whitening Filter | ✅ | ❌ | ❌ | | Face Slimming Filter | ✅ | ❌ | ❌ | | Big Eyes Filter | ✅ | ❌ | ❌ | | Lipstick Filter | ✅ | ❌ | ❌ | | Blush Filter | ✅ | ❌ | ❌ | | More Build in Filter | ✅ | ✅ | ✅ | | 🎬 **Input Formats:** | | | | | YUV420P(I420) | ✅ | ❌ | ❌ | | RGBA | ✅ | ✅ | ✅ | | JPEG | ✅ | ✅ | ✅ | | PNG | ✅ | ✅ | ✅ | | NV21(for Android) | ✏️ | ❌ | ❌ | | 🎥 **Output Formats:** | | | | | RGBA | ✅ | ✅ | ✅ | | YUV420P(I420) | ✏️ | ❌ | ❌ | | 💻 **Platform:** | | | | | iOS | ✅ | ✅ | ❌ | | Mac | ✅ | ✅ | ❌ | | Android | ✅ | ❌ | ✅ | | Win | ✅ | ❌ | ❌ | | Linux | ✅ | ❌ | ❌ | ## Performance ### iPhone | - | iPhone 6P | iPhone 8 | iPhone X | iPhone 11 | iPhone 14 pro | | :------------: | :-------: | :------: | :------: | :-------: | :-----------: | | **CPU** | 5% | 5% | 3% | 3% | 3% | | **Time Taken** | 10ms | 4ms | 3ms | 3ms | 3ms | ### Android | - | Xiaomi 10 | Huawei Mate30 | Vivo | SAMSUNG | Google Pixel | | :--------: | :-------: | :-----------: | :---: | :-----: | :----------: | | CPU | 3% | 5% | - | - | - | | Time Taken | 6ms | 5ms | - | - | - | ## Lib Size | | iOS(.framework) | MacOS(.framework) | Android(.aar) | | :---: | :-------------: | :---------------: | :-----------: | | Size | 2.4 MB | 2.6 MB | 2.1 MB | ## Before You Start ⭐️ Star us on GitHub, and be instantly notified for new releases!  ## Getting Started See the doc: [Introduction](https://gpupixel.pixpark.net/guide/build) | [Build](https://gpupixel.pixpark.net/guide/build) | [Examples](https://gpupixel.pixpark.net/guide/demo) | [Integrated](https://gpupixel.pixpark.net/guide/integrated) ## Contributing Welcome to join us to make GPUPixel better by participating [discussions](https://github.com/pixpark/gpupixel/discussions), opening [issues](https://github.com/pixpark/gpupixel/issues/new/choose), submitting [PRs](https://github.com/pixpark/gpupixel/pulls). At the same time, please consider supporting GPUPixel by sharing it on social media and at events and conferences. ## Contributors [](https://github.com/pixpark/gpupixel/graphs/contributors) ## Contact & Support - [Doc](https://gpupixel.pixpark.net/) : Online documentation. - [Issues](https://github.com/pixpark/gpupixel/issues/new/choose) : 👉 Github Issues. - [Mail](mailto:[email protected]?subject=[GitHub]Questions%20About%20GPUPixel) : 👉 Send email to us. - [WeChat]() ： <p align="center"> <img src="./docs/image/wechat.png" alt="wechat" width="60%"/> </p> ## Acknowledgement ### Reference Project 1. [GPUImage](https://github.com/BradLarson/GPUImage) 2. [CainCamera](https://github.com/CainKernel/CainCamera) 3. [AwemeLike](https://github.com/ZZZZou/AwemeLike) 4. [VNN](https://github.com/joyycom/VNN) ## License This repository is available under the [MIT License](https://github.com/pixpark/gpupixel?tab=MIT-1-ov-file#readme). ", Assign "at most 3 tags" to the expected json: {"id":"7103","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"