├── .github └── workflows │ └── docker.yml ├── .gitignore ├── .vercelignore ├── Dockerfile ├── LICENSE ├── Procfile ├── README.md ├── app.json ├── index.js ├── models ├── group1-shard1of6 ├── group1-shard2of6 ├── group1-shard3of6 ├── group1-shard4of6 ├── group1-shard5of6 ├── group1-shard6of6 └── model.json ├── package-lock.json ├── package.json ├── pm2.json └── vercel.json /.github/workflows/docker.yml: -------------------------------------------------------------------------------- 1 | name: "docker build release" 2 | 3 | 4 | on: 5 | push: 6 | branches: 7 | - 'main' 8 | # on: 9 | # workflow_dispatch: 10 | # inputs: 11 | # project: 12 | # description: 'Project:VERSION' 13 | # required: true 14 | # default: 15 | 16 | jobs: 17 | build: 18 | runs-on: ubuntu-latest 19 | steps: 20 | - name: Checkout 21 | uses: actions/checkout@v3 22 | 23 | - name: Set tag 24 | id: tag 25 | run: | 26 | echo "tag=$(date +%Y)-$(date +%m)-$(date +%d)" >> $GITHUB_ENV 27 | - name: Set up QEMU 28 | uses: docker/setup-qemu-action@v2 29 | 30 | - name: Set up Docker Buildx 31 | uses: docker/setup-buildx-action@v2 32 | 33 | - name: Login Docker Hub 34 | uses: docker/login-action@v2 35 | with: 36 | username: ${{ secrets.DOCKER_USERNAME }} 37 | password: ${{ secrets.DOCKERHUB_TOKEN }} 38 | 39 | - name: Build and push to docker hub 40 | uses: docker/build-push-action@v3 41 | with: 42 | context: . 43 | platforms: linux/amd64 44 | # platforms: linux/amd64,linux/arm64 45 | push: true 46 | build-args: VERSION=${{ env.tag }} 47 | tags: | 48 | ${{ secrets.DOCKER_USERNAME }}/nsfwjs-api:latest 49 | ${{ secrets.DOCKER_USERNAME }}/nsfwjs-api:${{ env.tag }} -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Logs 2 | logs 3 | *.log 4 | npm-debug.log* 5 | yarn-debug.log* 6 | yarn-error.log* 7 | lerna-debug.log* 8 | .pnpm-debug.log* 9 | 10 | # Diagnostic reports (https://nodejs.org/api/report.html) 11 | report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json 12 | 13 | # Runtime data 14 | pids 15 | *.pid 16 | *.seed 17 | *.pid.lock 18 | 19 | # Directory for instrumented libs generated by jscoverage/JSCover 20 | lib-cov 21 | 22 | # Coverage directory used by tools like istanbul 23 | coverage 24 | *.lcov 25 | 26 | # nyc test coverage 27 | .nyc_output 28 | 29 | # Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) 30 | .grunt 31 | 32 | # Bower dependency directory (https://bower.io/) 33 | bower_components 34 | 35 | # node-waf configuration 36 | .lock-wscript 37 | 38 | # Compiled binary addons (https://nodejs.org/api/addons.html) 39 | build/Release 40 | 41 | # Dependency directories 42 | node_modules/ 43 | jspm_packages/ 44 | 45 | # Snowpack dependency directory (https://snowpack.dev/) 46 | web_modules/ 47 | 48 | # TypeScript cache 49 | *.tsbuildinfo 50 | 51 | # Optional npm cache directory 52 | .npm 53 | 54 | # Optional eslint cache 55 | .eslintcache 56 | 57 | # Optional stylelint cache 58 | .stylelintcache 59 | 60 | # Microbundle cache 61 | .rpt2_cache/ 62 | .rts2_cache_cjs/ 63 | .rts2_cache_es/ 64 | .rts2_cache_umd/ 65 | 66 | # Optional REPL history 67 | .node_repl_history 68 | 69 | # Output of 'npm pack' 70 | *.tgz 71 | 72 | # Yarn Integrity file 73 | .yarn-integrity 74 | 75 | # dotenv environment variable files 76 | .env 77 | .env.development.local 78 | .env.test.local 79 | .env.production.local 80 | .env.local 81 | 82 | # parcel-bundler cache (https://parceljs.org/) 83 | .cache 84 | .parcel-cache 85 | 86 | # Next.js build output 87 | .next 88 | out 89 | 90 | # Nuxt.js build / generate output 91 | .nuxt 92 | dist 93 | 94 | # Gatsby files 95 | .cache/ 96 | # Comment in the public line in if your project uses Gatsby and not Next.js 97 | # https://nextjs.org/blog/next-9-1#public-directory-support 98 | # public 99 | 100 | # vuepress build output 101 | .vuepress/dist 102 | 103 | # vuepress v2.x temp and cache directory 104 | .temp 105 | .cache 106 | 107 | # Docusaurus cache and generated files 108 | .docusaurus 109 | 110 | # Serverless directories 111 | .serverless/ 112 | 113 | # FuseBox cache 114 | .fusebox/ 115 | 116 | # DynamoDB Local files 117 | .dynamodb/ 118 | 119 | # TernJS port file 120 | .tern-port 121 | 122 | # Stores VSCode versions used for testing VSCode extensions 123 | .vscode-test 124 | 125 | # yarn v2 126 | .yarn/cache 127 | .yarn/unplugged 128 | .yarn/build-state.yml 129 | .yarn/install-state.gz 130 | .pnp.* 131 | -------------------------------------------------------------------------------- /.vercelignore: -------------------------------------------------------------------------------- 1 | node_modules 2 | *.log 3 | .cache/ 4 | temp/ 5 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM node:lts-slim 2 | 3 | RUN apt-get update && apt-get install -y python3 build-essential \ 4 | && rm -rf /var/lib/apt/lists/* 5 | 6 | WORKDIR /usr/src/app 7 | 8 | COPY package*.json ./ 9 | 10 | RUN npm ci --only=production 11 | 12 | # 检测架构并重建 @tensorflow/tfjs-node 13 | # RUN uname -m 14 | 15 | # RUN if [ "$(uname -m)" = "aarch64" ]; then npm rebuild @tensorflow/tfjs-node --build-from-source; fi 16 | 17 | COPY . . 18 | 19 | EXPOSE 3035 20 | 21 | CMD [ "npm", "start" ] -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 x-dr 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /Procfile: -------------------------------------------------------------------------------- 1 | web: npm start -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ## 1. 项目介绍 2 | 3 | 本项目是基于[NSFWJS](https://github.com/infinitered/nsfwjs)的图片鉴黄，使用了[NSFWJS]()提供的预训练模型。 4 | 5 | > *本文由GitHub Copilot 生成* 6 | 7 | ## 2. 项目部署 8 | 9 | ### 2.1. docker部署 10 | 11 | 1. 下载docker镜像 12 | 13 | ```bash 14 | docker pull gindex/nsfwjs-api:latest 15 | ``` 16 | 17 | 2. 运行容器 18 | 19 | ```bash 20 | docker run -itd \ 21 | --name nsfwjs \ 22 | -p 3035:3035 \ 23 | --restart=always \ 24 | gindex/nsfwjs-api:latest 25 | ``` 26 | 27 | 3. 访问地址 28 | 29 | ```bash 30 | http://ip:3035/ 31 | ``` 32 | 33 | 34 | ### 2.2. 本地部署 35 | 36 | 1. 安装nodejs(如果已经安装过nodejs则跳过此步骤) 37 | 38 | ```bash 39 | 40 | curl -fsSL https://deb.nodesource.com/setup_20.x | sudo bash - 41 | sudo apt update -y 42 | sudo apt-get install -y nodejs 43 | ``` 44 | 2. 安装git (如果已经安装过git则跳过此步骤) 45 | 46 | ```bash 47 | sudo apt-get install git 48 | ``` 49 | 50 | 51 | 3. 下载项目 52 | 53 | ```bash 54 | git clone https://github.com/x-dr/nsfw-api.git 55 | ``` 56 | 57 | 4. 安装依赖 58 | 59 | ```bash 60 | npm install 61 | npm rebuild @tensorflow/tfjs-node --build-from-source 62 | ``` 63 | 64 | 5. 运行项目 65 | 66 | ```bash 67 | npm run start 68 | ``` 69 | 6. 进程守护 70 | 71 | ```bash 72 | npm install -g pm2 73 | npm start pm2.json 74 | 75 | npm stop nsfw-api #暂停 76 | npm restart nsfw-api #重启 77 | 78 | ``` 79 | 80 | 81 | 7. 访问地址 82 | 83 | ```bash 84 | http://ip:3035/ 85 | ``` 86 | 87 | ### 2.3. vercel部署 88 | 89 | > The Serverless Function "index.js" is 111.7mb which exceeds the maximum size limit of 50mb. 90 | 91 | 92 | 93 | 94 | ### 2.4. heroku部署 95 | 96 | [![Deploy](https://www.herokucdn.com/deploy/button.svg)](https://heroku.com/deploy) 97 | 98 | 99 | ## 3. 响应 100 | 101 | ```json 102 | { 103 | "Neutral": 0.9852375388145447, 104 | "Drawing": 0.007717587053775787, 105 | "Porn": 0.0043180412612855434, 106 | "Hentai": 0.002539177890866995, 107 | "Sexy": 0.00018772167095448822, 108 | "url": "url", 109 | "status": 200, 110 | "rating": 1 111 | } 112 | ``` 113 | 114 | - rating: 1 无害 ; 2 性感 ; 3色情 115 | - status: 200 成功 ; 400 500 失败 116 | - url: 图片地址 117 | - Drawing: 无害的艺术，或艺术图片 118 | - Hentai: 色情动漫或卡通 119 | - Neutral：一般、中性的内容 120 | - Porn : 不雅内容和行为，通常涉及生殖器 121 | - Sexy : 不雅的挑衅内容，可能包括乳头 122 | 123 | 124 | 125 | 126 | 127 | -------------------------------------------------------------------------------- /app.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "Start on Heroku: Node.js", 3 | "description": "A barebones Node.js app using Express 4", 4 | "repository": "https://github.com/heroku/node-js-getting-started", 5 | "logo": "https://cdn.rawgit.com/heroku/node-js-getting-started/main/public/node.svg", 6 | "keywords": ["node", "express", "heroku"], 7 | "image": "heroku/nodejs" 8 | } -------------------------------------------------------------------------------- /index.js: -------------------------------------------------------------------------------- 1 | import express from 'express'; 2 | import axios from 'axios'; 3 | import tf from '@tensorflow/tfjs-node'; 4 | import nsfwjs from 'nsfwjs'; 5 | 6 | 7 | const MODEL_URL = process.env.MODEL_URL || 'https://raw.githubusercontent.com/x-dr/nsfwjs-api/main/models/model.json' 8 | const app = express(); 9 | app.use(express.json()); 10 | 11 | const model = await nsfwjs.load(MODEL_URL, { size: 299 }); 12 | 13 | async function processImage(url) { 14 | try { 15 | const pic = await axios.get(url, { 16 | responseType: 'arraybuffer', 17 | }) 18 | 19 | if (url.endsWith(".gif")) { 20 | const predictions = await model.classifyGif(pic.data) 21 | const rating = {} 22 | predictions.forEach((item) => { 23 | item.forEach((classItem) => { 24 | const className = classItem.className; 25 | const probability = classItem.probability; 26 | 27 | if (rating[className]) { 28 | rating[className] += probability; 29 | } else { 30 | rating[className] = probability; 31 | } 32 | }); 33 | }); 34 | const totalCount = predictions.length; 35 | Object.keys(rating).forEach((className) => { 36 | rating[className] /= totalCount; 37 | }); 38 | 39 | return rating 40 | 41 | 42 | 43 | } else { 44 | const image = await tf.node.decodeImage(pic.data, 3) 45 | const predictions = await model.classify(image) 46 | image.dispose() 47 | const rating = {} 48 | predictions.forEach(predictions => { 49 | rating[predictions.className] = predictions.probability; 50 | }); 51 | 52 | return rating 53 | } 54 | 55 | } catch (err) { 56 | console.error(err); 57 | throw new Error("Error occurred while processing the image."); 58 | } 59 | } 60 | 61 | app.get("/", async (req, res) => { 62 | const ip = req.headers['x-forwarded-for'] || req.headers['x-real-ip'] || req.headers['x-client-ip'] || req.headers['fwd']; 63 | 64 | const html = ` 65 | 66 | 67 | 68 | 69 | 70 | nsfwjs-api 71 | 72 | 73 |

使用方法：

74 |

GET /rating?url=图片地址

75 |

返回值：

76 | 77 | 78 | { 79 | Drawing: 0.000001, 80 | Hentai: 0.000001, 81 | Neutral: 0.000001, 82 | Porn: 0.000001, 83 | Sexy: 0.000001, 84 | status: 200, 85 | rating: 1, 86 | url: "图片地址" 87 | } 88 | 89 | 90 |

${ip}

91 | 92 | 93 | `; 94 | 95 | res.status(200).send(html); 96 | }); 97 | 98 | 99 | 100 | app.get("/rating", async (req, res) => { 101 | const url = req.query.url; 102 | if (!url) { 103 | 104 | return res.status(400).json({ 105 | status: 400, 106 | message: "Invalid URL." 107 | }); 108 | } 109 | try { 110 | 111 | let rating = await processImage(url); 112 | rating.url = url; 113 | rating.status = 200 114 | console.log(rating.Porn + rating.Hentai + rating.Sexy); 115 | const rate = rating.Porn + rating.Hentai + rating.Sexy 116 | if (rating.Porn > 0.4 || rate > 0.8) { 117 | rating.rating_index = 3; 118 | } else if ((rating.Sexy > 1 && rating.Sexy < 0.6 && rating.Porn > 0.1 && rating.Porn < 0.4) || rate > 0.1) { 119 | rating.rating_index = 2; 120 | } else { 121 | rating.rating_index = 1; 122 | } 123 | 124 | res.status(200).json(rating); 125 | 126 | } catch (err) { 127 | console.error(err); 128 | return res.status(500).json({ 129 | status: 500, 130 | message: "Error occurred while processing the image." 131 | }); 132 | } 133 | }); 134 | 135 | 136 | const port = process.env.PORT || 3035; 137 | 138 | app.listen(port, () => { 139 | console.log(`Server is ready. listening on http://localhost:${port} .`); 140 | }); -------------------------------------------------------------------------------- /models/group1-shard1of6: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/x-dr/nsfwjs-api/a8e0a02b92fc16d2c8eb7ed1edb956e9563b896c/models/group1-shard1of6 -------------------------------------------------------------------------------- /models/group1-shard2of6: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/x-dr/nsfwjs-api/a8e0a02b92fc16d2c8eb7ed1edb956e9563b896c/models/group1-shard2of6 -------------------------------------------------------------------------------- /models/group1-shard3of6: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/x-dr/nsfwjs-api/a8e0a02b92fc16d2c8eb7ed1edb956e9563b896c/models/group1-shard3of6 -------------------------------------------------------------------------------- /models/group1-shard4of6: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/x-dr/nsfwjs-api/a8e0a02b92fc16d2c8eb7ed1edb956e9563b896c/models/group1-shard4of6 -------------------------------------------------------------------------------- /models/group1-shard5of6: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/x-dr/nsfwjs-api/a8e0a02b92fc16d2c8eb7ed1edb956e9563b896c/models/group1-shard5of6 -------------------------------------------------------------------------------- /models/group1-shard6of6: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/x-dr/nsfwjs-api/a8e0a02b92fc16d2c8eb7ed1edb956e9563b896c/models/group1-shard6of6 -------------------------------------------------------------------------------- /package-lock.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "nsfw-api", 3 | "version": "1.0.0", 4 | "lockfileVersion": 3, 5 | "requires": true, 6 | "packages": { 7 | "": { 8 | "name": "nsfw-api", 9 | "version": "1.0.0", 10 | "license": "MIT", 11 | "dependencies": { 12 | "@tensorflow/tfjs-node": "^4.21.0", 13 | "axios": "^1.7.7", 14 | "express": "^4.21.0", 15 | "nsfwjs": "^4.1.0", 16 | "sharp": "^0.33.5" 17 | }, 18 | "devDependencies": { 19 | "nodemon": "^3.0.1" 20 | } 21 | }, 22 | "node_modules/@emnapi/runtime": { 23 | "version": "1.2.0", 24 | "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.2.0.tgz", 25 | "integrity": "sha512-bV21/9LQmcQeCPEg3BDFtvwL6cwiTMksYNWQQ4KOxCZikEGalWtenoZ0wCiukJINlGCIi2KXx01g4FoH/LxpzQ==", 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"src": "/(.*)", 11 | "dest": "index.js" 12 | } 13 | ] 14 | } --------------------------------------------------------------------------------