├── .gitignore ├── LICENSE ├── README.md ├── anonproxy ├── README.md ├── main.go └── preview.png ├── celebmatch ├── init.sh ├── public │ ├── MachineBox.png │ ├── cloudian.jpeg │ ├── index.html │ └── loader.gif ├── run.go └── run2.sh ├── faceverify ├── README.md ├── demo │ ├── public │ │ ├── face-verify.js │ │ └── index.html │ └── run.go ├── insecure.png ├── secure.png └── src │ └── face-verify.js ├── imdbteach ├── .gitattributes ├── imdbteach.go └── namesandpaths.txt ├── imgclass ├── README.md ├── main.go ├── main_test.go └── testdata │ └── catsdogs │ ├── cats │ ├── cat1.jpg │ ├── cat2.jpg │ └── cat3.jpg │ └── dogs │ ├── dog1.jpg │ ├── dog2.jpg │ └── dog3.jpg ├── machine-box-white-small.png ├── nevernude ├── README.md ├── docker-compose.yml ├── main.go └── nevernude-shorts.png ├── suggestpage ├── main.go └── public │ └── index.html └── textclass ├── README.md ├── main.go └── testdata └── fakenews ├── fake ├── article1.1.txt ├── article1.2.txt └── article1.txt ├── real ├── article1.1.txt ├── article1.2.txt └── article1.txt └── satire ├── article1.1.txt ├── article1.2.txt └── article1.txt /.gitignore: -------------------------------------------------------------------------------- 1 | # Binaries for programs and plugins 2 | *.exe 3 | *.dll 4 | *.so 5 | *.dylib 6 | 7 | # Test binary, build with `go test -c` 8 | *.test 9 | 10 | # Output of the go coverage tool, specifically when used with LiteIDE 11 | *.out 12 | 13 | # Project-local glide cache, RE: https://github.com/Masterminds/glide/issues/736 14 | .glide/ 15 | 16 | celebmatch/public/images/ 17 | 18 | */.DS_Store 19 | celebmatch/.DS_Store 20 | celebmatch/public/.DS_Store 21 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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The text should be enclosed in the appropriate 184 | comment syntax for the file format. We also recommend that a 185 | file or class name and description of purpose be included on the 186 | same "printed page" as the copyright notice for easier 187 | identification within third-party archives. 188 | 189 | Copyright [yyyy] [name of copyright owner] 190 | 191 | Licensed under the Apache License, Version 2.0 (the "License"); 192 | you may not use this file except in compliance with the License. 193 | You may obtain a copy of the License at 194 | 195 | http://www.apache.org/licenses/LICENSE-2.0 196 | 197 | Unless required by applicable law or agreed to in writing, software 198 | distributed under the License is distributed on an "AS IS" BASIS, 199 | WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 200 | See the License for the specific language governing permissions and 201 | limitations under the License. 202 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ![](machine-box-white-small.png) 2 | 3 | # Machine Box Toys 4 | 5 | Tools, scripts, toys, and utilities for Machine Box 6 | 7 | ## Classification 8 | 9 | * [textclass: Text file classification with Classificationbox](textclass) 10 | * [imgclass: Image file classification with Classificationbox](imgclass) 11 | 12 | ## Image classification 13 | 14 | * [imgclass: Image file classification with Classificationbox](imgclass) 15 | * [anonproxy: Image proxy server to anonymise images](anonproxy) 16 | * [nevernude: Automatically cut out NSFW nudity from videos using Machine Box + ffmpeg](nevernude) 17 | 18 | ## Facial recognition 19 | 20 | * [anonproxy: Image proxy server to anonymise images](anonproxy) 21 | * [faceverify.js: JavaScript code that hides information if an unauthorized person is looking at it (using the webcam)](faceverify) 22 | -------------------------------------------------------------------------------- /anonproxy/README.md: -------------------------------------------------------------------------------- 1 | # Anonproxy 2 | 3 | An image proxy server that anonymises faces. Read the [blog post](https://blog.machinebox.io/how-i-built-an-image-proxy-server-to-anonymise-images-in-twenty-minutes-e550466ea09e). 4 | 5 | ![](preview.png) 6 | -------------------------------------------------------------------------------- /anonproxy/main.go: -------------------------------------------------------------------------------- 1 | package main 2 | 3 | import ( 4 | "bytes" 5 | "flag" 6 | "fmt" 7 | "image" 8 | "image/color" 9 | "image/draw" 10 | "image/gif" 11 | "image/jpeg" 12 | "image/png" 13 | "io/ioutil" 14 | "log" 15 | "net/http" 16 | "net/url" 17 | "time" 18 | 19 | "github.com/machinebox/sdk-go/facebox" 20 | ) 21 | 22 | func main() { 23 | var ( 24 | addr = flag.String("addr", "localhost:8000", "Listen address") 25 | faceboxAddr = flag.String("facebox", "http://localhost:8080", "Facebox address") 26 | ) 27 | flag.Parse() 28 | client := &http.Client{Timeout: 10 * time.Second} 29 | fb := facebox.New(*faceboxAddr) 30 | http.HandleFunc("/", func(w http.ResponseWriter, r *http.Request) { 31 | urlStr := r.URL.Query().Get("src") 32 | log.Println(urlStr) 33 | u, err := url.Parse(urlStr) 34 | if err != nil { 35 | http.Error(w, "src: "+err.Error(), http.StatusBadRequest) 36 | return 37 | } 38 | if !u.IsAbs() { 39 | http.Error(w, "src: absolute url required", http.StatusBadRequest) 40 | return 41 | } 42 | resp, err := client.Get(urlStr) 43 | if err != nil { 44 | http.Error(w, "download failed: "+err.Error(), http.StatusBadRequest) 45 | return 46 | } 47 | defer resp.Body.Close() 48 | if resp.StatusCode < 200 || resp.StatusCode >= 300 { 49 | http.Error(w, "download failed: "+resp.Status, resp.StatusCode) 50 | return 51 | } 52 | b, err := ioutil.ReadAll(resp.Body) 53 | if err != nil { 54 | http.Error(w, "download failed: "+err.Error(), http.StatusInternalServerError) 55 | return 56 | } 57 | img, format, err := image.Decode(bytes.NewReader(b)) 58 | if err != nil { 59 | http.Error(w, "image: "+err.Error(), http.StatusInternalServerError) 60 | return 61 | } 62 | faces, err := fb.Check(bytes.NewReader(b)) 63 | if err != nil { 64 | http.Error(w, "facebox: "+err.Error(), http.StatusInternalServerError) 65 | return 66 | } 67 | anonImg := anonymise(img, faces) 68 | switch format { 69 | case "jpeg": 70 | w.Header().Set("Content-Type", "image/jpg") 71 | if err := jpeg.Encode(w, anonImg, &jpeg.Options{Quality: 100}); err != nil { 72 | http.Error(w, err.Error(), http.StatusInternalServerError) 73 | return 74 | } 75 | case "gif": 76 | w.Header().Set("Content-Type", "image/gif") 77 | if err := gif.Encode(w, anonImg, nil); err != nil { 78 | http.Error(w, err.Error(), http.StatusInternalServerError) 79 | return 80 | } 81 | case "png": 82 | w.Header().Set("Content-Type", "image/png") 83 | if err := png.Encode(w, anonImg); err != nil { 84 | http.Error(w, err.Error(), http.StatusInternalServerError) 85 | return 86 | } 87 | default: 88 | http.Error(w, "unsupported format: "+format, http.StatusInternalServerError) 89 | return 90 | } 91 | }) 92 | fmt.Println("Facebox at", *faceboxAddr) 93 | fmt.Println("listening on", *addr) 94 | fmt.Println("usage:", "http://"+*addr+"/?src=http://...") 95 | if err := http.ListenAndServe(*addr, nil); err != nil { 96 | log.Fatalln(err) 97 | } 98 | } 99 | 100 | // anonymise produces a new image with faces redacted. 101 | // see https://becominghuman.ai/anonymising-images-with-go-and-machine-box-fd0866adb9f5 102 | func anonymise(src image.Image, faces []facebox.Face) image.Image { 103 | dstImage := image.NewRGBA(src.Bounds()) 104 | draw.Draw(dstImage, src.Bounds(), src, image.ZP, draw.Src) 105 | for _, face := range faces { 106 | faceRect := image.Rect( 107 | face.Rect.Left, 108 | face.Rect.Top, 109 | face.Rect.Left+face.Rect.Width, 110 | face.Rect.Top+face.Rect.Height, 111 | ) 112 | facePos := image.Pt(face.Rect.Left, face.Rect.Top) 113 | draw.Draw( 114 | dstImage, 115 | faceRect, 116 | &image.Uniform{color.Black}, 117 | facePos, 118 | draw.Src) 119 | } 120 | return dstImage 121 | } 122 | -------------------------------------------------------------------------------- /anonproxy/preview.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/machinebox/toys/fd0971cd4290974293829c5ad2a57e9f5717d52d/anonproxy/preview.png -------------------------------------------------------------------------------- /celebmatch/init.sh: -------------------------------------------------------------------------------- 1 | #/bin/bash 2 | 3 | if ! [ -x "$(command -v docker)" ]; then 4 | echo "Please install Docker from https://www.docker.com/community-edition" 5 | exit 1 6 | fi 7 | 8 | if ! [ -x "$(command -v go)" ]; then 9 | echo "Please install Go from https://golang.org/dl/" 10 | exit 1 11 | fi 12 | 13 | if ! [ -x "$(command -v go)" ]; then 14 | echo "Please install wget, or download the dataset manually" 15 | exit 1 16 | fi 17 | 18 | echo "Downloading dependencies..." 19 | go get 20 | 21 | echo "Downloading dataset..." 22 | wget https://storage.googleapis.com/machinebox_datasets/faces/imdb/IMDB_labeled.machinebox.facebox 23 | 24 | echo "Downloading source images..." 25 | wget https://storage.googleapis.com/machinebox_datasets/faces/imdb/imdb_crop.tar 26 | 27 | echo "Extracting images..." 28 | tar -xf imdb_crop.tar.tar -C /public/images 29 | 30 | echo "Installing Facebox..." 31 | docker pull machinebox/facebox:latest 32 | 33 | echo "" 34 | echo "OK awesome, you're ready to go..." 35 | echo "" 36 | -------------------------------------------------------------------------------- /celebmatch/public/MachineBox.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/machinebox/toys/fd0971cd4290974293829c5ad2a57e9f5717d52d/celebmatch/public/MachineBox.png -------------------------------------------------------------------------------- /celebmatch/public/cloudian.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/machinebox/toys/fd0971cd4290974293829c5ad2a57e9f5717d52d/celebmatch/public/cloudian.jpeg -------------------------------------------------------------------------------- /celebmatch/public/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Celeb match by Machine Box 5 | 106 | 107 | 108 |
109 |
110 | 111 |

Which celebrity do you look like?

112 | 113 |
114 |
115 |
116 |
117 | 118 | 121 | 267 | 268 | 269 | -------------------------------------------------------------------------------- /celebmatch/public/loader.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/machinebox/toys/fd0971cd4290974293829c5ad2a57e9f5717d52d/celebmatch/public/loader.gif -------------------------------------------------------------------------------- /celebmatch/run.go: -------------------------------------------------------------------------------- 1 | package main 2 | 3 | import ( 4 | "flag" 5 | "log" 6 | "net/http" 7 | ) 8 | 9 | func main() { 10 | if err := run(); err != nil { 11 | log.Fatalln(err) 12 | } 13 | } 14 | 15 | func run() error { 16 | var ( 17 | addr = flag.String("addr", ":9000", "listen address") 18 | ) 19 | flag.Parse() 20 | // fbcmd := exec.Command("/app/facebox") 21 | // fbcmd.Stdout = os.Stdout 22 | // if err := fbcmd.Start(); err != nil { 23 | // return errors.Wrap(err, "start facebox") 24 | // } 25 | http.Handle("/", http.FileServer(http.Dir("public"))) 26 | log.Println("listening on", *addr) 27 | if err := http.ListenAndServe(*addr, nil); err != nil { 28 | return err 29 | } 30 | return nil 31 | } 32 | -------------------------------------------------------------------------------- /celebmatch/run2.sh: -------------------------------------------------------------------------------- 1 | #/bin/bash 2 | echo "Running Facebox..." 3 | 4 | docker run -d -p "8080:8080" -e "MB_KEY=" machinebox/facebox 5 | sleep 5 6 | 7 | echo "Uploading state file..." 8 | curl -X POST -F 'file=@IMDB_labeled.machinebox.facebox' "http://localhost:8080/facebox/state" 9 | 10 | echo "Running celebmatch..." 11 | go build -o celebmatch 12 | ./celebmatch 13 | -------------------------------------------------------------------------------- /faceverify/README.md: -------------------------------------------------------------------------------- 1 | # Face Verify 2 | 3 | * Uses the webcam to ensure only authorized people are looking at the website 4 | * Automatically hides sensitive information 5 | * Hides information if multiple people are looking at the screen 6 | 7 | [Read the blog post about this feature](https://blog.machinebox.io/face-verify-js-monitoring-who-is-looking-at-a-website-for-additional-security-1d6025a8fedd) or [watch a 2 minute video seeing it in action](https://vimeo.com/255748109) 8 | 9 | ## Run the demo 10 | 11 | * In the `demo` folder, do `go run run.go` (needs Go installed) 12 | * Alternatively, serve the `public` folder in any web server 13 | * Make sure you have Facebox running too 14 | 15 | ## Example 16 | 17 | When it doesn't see Mat Ryer looking at the screen: 18 | 19 | ![](insecure.png) 20 | 21 | When it sees Mat Ryer: 22 | 23 | ![](secure.png) 24 | -------------------------------------------------------------------------------- /faceverify/demo/public/face-verify.js: -------------------------------------------------------------------------------- 1 | ../../src/face-verify.js -------------------------------------------------------------------------------- /faceverify/demo/public/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | face-verify.js by Machine Box 4 | 5 | 6 | 12 | 13 | 14 |
15 |
16 |
17 | 18 | 19 | 20 |
21 |
22 |
23 |
24 |
25 |
26 |
27 |

28 | Face Verify 29 |

30 |

31 | Face verification works by using the webcam to monitor who is using a 32 | website. If it's not the expected person, the secure content can be hidden. 33 | If multiple people are looking at the screen, this could be considered a security 34 | risk, and the secret content can be hidden. 35 |

36 |
37 |

Secure content

38 |
39 |

40 | This content is secure, and will only be visible when a single person, known to 41 | Facebox is looking at the screen. In this demo, we are only changing the background color 42 | of this element, in the real world you could take more serious steps to ensure 43 | content is secure. 44 |

45 |
46 |

47 | Can't see anything? Make sure you have taught your face to Facebox, 48 | and there is nobody else looking at the screen. 49 |

50 |
51 |

52 | How to run this demo 53 |

54 |

55 | To run this demo, make sure Facebox is running on http://localhost:8080. 56 | You can do this by running the following command in a terminal: 57 |

58 | 
docker run -p 8080:8080 -e "MB_KEY=$MB_KEY" machinebox/facebox
59 |

60 | You can grab a free MB_KEY from the Machine Box website. 61 |

62 |

63 | Once Facebox is running, go to http://localhost:8080 and teach 64 | Facebox with your profile picture. 65 |

66 |

67 | How it works 68 |

69 |

70 | The webcam stream is used to take a snapshot at regular intervals. The snapshots are sent to 71 | Facebox for analysis. If Facebox doesn't recognize the person, or if there are multuple faces 72 | detected, the secure content is hidden. 73 |

74 |
75 |
76 |
77 |
78 |
79 | 80 |
81 |
82 |
83 | Face Verify 84 |
85 |
86 | Please wait... 87 | 88 |
89 |
90 |
91 |
92 |
93 |
94 | 101 | 104 | 105 | 128 | 129 | 130 | -------------------------------------------------------------------------------- /faceverify/demo/run.go: -------------------------------------------------------------------------------- 1 | package main 2 | 3 | import ( 4 | "flag" 5 | "log" 6 | "net/http" 7 | ) 8 | 9 | func main() { 10 | var ( 11 | addr = flag.String("addr", ":9000", "listen address") 12 | ) 13 | flag.Parse() 14 | http.Handle("/", http.FileServer(http.Dir("public"))) 15 | log.Println("listening on", *addr) 16 | if err := http.ListenAndServe(*addr, nil); err != nil { 17 | log.Fatalln(err) 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /faceverify/insecure.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/machinebox/toys/fd0971cd4290974293829c5ad2a57e9f5717d52d/faceverify/insecure.png -------------------------------------------------------------------------------- /faceverify/secure.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/machinebox/toys/fd0971cd4290974293829c5ad2a57e9f5717d52d/faceverify/secure.png -------------------------------------------------------------------------------- /faceverify/src/face-verify.js: -------------------------------------------------------------------------------- 1 | 'use strict'; 2 | 3 | var machinebox = machinebox || {}; 4 | 5 | machinebox.FaceVerify = class { 6 | constructor(options) { 7 | this.options = options || {}; 8 | this.options.facebox = this.options.facebox || "http://localhost:8080"; 9 | this.options.snapshotInterval = this.options.snapshotInterval || 1000; 10 | this.options.onSecure = this.options.onSecure || function(){} 11 | this.options.onInsecure = this.options.onInsecure || function(){} 12 | this.options.error = this.options.error || function(error) { 13 | console.warn(error); 14 | } 15 | this.possible = true; 16 | this.canvas = document.createElement('canvas'); 17 | this.video = document.querySelector(this.options.videoSelector); 18 | if (!this.video) { 19 | this.possible = false; 20 | this.options.error('face-verify: must provide a