├── .gitignore
├── LICENSE
├── README.md
├── electron
    ├── .babelrc
    ├── .eslintrc.js
    ├── package-lock.json
    ├── package.json
    ├── src
    │   ├── components
    │   │   ├── App.jsx
    │   │   ├── GoButton.jsx
    │   │   ├── Labels
    │   │   │   ├── Label.jsx
    │   │   │   └── index.jsx
    │   │   ├── Selector.jsx
    │   │   └── Status.jsx
    │   ├── contexts
    │   │   └── index.js
    │   ├── index.html
    │   ├── index.js
    │   ├── main.js
    │   └── utils
    │   │   ├── i18n.js
    │   │   ├── ml5.js
    │   │   └── socket.js
    └── webpack.config.js
├── index.js
├── main.maxpat
├── package-lock.json
└── package.json


/.gitignore:
--------------------------------------------------------------------------------
1 | node_modules/
2 | dist/
3 | .DS_Store


--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
 1 | MIT License
 2 | 
 3 | Copyright (c) 2019 Yuichi Yogo
 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 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | # n4m Feature Extractor
 2 | 
 3 | Train your model in real-time!  
 4 | 
 5 | ![2](https://user-images.githubusercontent.com/14039540/56828415-43196480-682f-11e9-97df-701ad2c3528c.gif)
 6 | 
 7 | ## What does it do?
 8 | 
 9 | By feeding a stream of images via a web cam, you can create your own neural network model that can classify any kind of incoming images.  
10 | 
11 | It uses [ml5.js](https://ml5js.org/) under the hood.
12 | 
13 | ## Get Started
14 | 
15 | Open `main.maxpat` and follow the instructions.
16 | 
17 | ## Requirements
18 | 
19 | - Max 8.0.0 or higher
20 | - Internet connection (needed to install dependencies)


--------------------------------------------------------------------------------
/electron/.babelrc:
--------------------------------------------------------------------------------
1 | {
2 |   "presets": [
3 |     ["@babel/preset-env",{
4 |       "modules": false 
5 |     }],
6 |     "@babel/preset-react"
7 |   ],
8 | }


--------------------------------------------------------------------------------
/electron/.eslintrc.js:
--------------------------------------------------------------------------------
 1 | module.exports = {
 2 |     "env": {
 3 |         "browser": true,
 4 |         "es6": true,
 5 |         "node": true
 6 |     },
 7 |     "extends": [
 8 |         "eslint:recommended",
 9 |         "plugin:react/recommended",
10 |         "plugin:prettier/recommended",
11 |     ],
12 |     "globals": {
13 |         "Atomics": "readonly",
14 |         "SharedArrayBuffer": "readonly"
15 |     },
16 |     "parserOptions": {
17 |         "ecmaFeatures": {
18 |             "jsx": true
19 |         },
20 |         "ecmaVersion": 2018,
21 |         "sourceType": "module"
22 |     },
23 |     "plugins": [
24 |         "prettier",
25 |         "react",
26 |         "react-hooks"
27 |     ],
28 |     "rules": {
29 |         "no-console": 0 ,
30 |         "react-hooks/rules-of-hooks": "error",
31 |         "react-hooks/exhaustive-deps": "warn",
32 |         "react/prop-types": 0
33 | 
34 |     }
35 | };


--------------------------------------------------------------------------------
/electron/package.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "name": "feature-extractor-electron",
 3 |   "version": "1.0.0",
 4 |   "description": "",
 5 |   "main": "src/main.js",
 6 |   "scripts": {
 7 |     "start": "npm run watch & npm run launch",
 8 |     "launch": "DEBUG=1 electron .",
 9 |     "watch": "webpack --mode development --watch",
10 |     "build": "webpack --mode production",
11 |     "postinstall": "npm run build"
12 |   },
13 |   "author": "Yuichi Yogo",
14 |   "license": "MIT",
15 |   "dependencies": {
16 |     "@material-ui/core": "^4.0.0",
17 |     "i18next": "^15.1.3",
18 |     "ml5": "^0.2.3",
19 |     "react": "^16.8.6",
20 |     "react-dom": "^16.8.6",
21 |     "react-i18next": "^10.10.0",
22 |     "redux": "^4.0.1",
23 |     "socket.io-client": "^2.1.1"
24 |   },
25 |   "devDependencies": {
26 |     "@babel/core": "^7.4.5",
27 |     "@babel/preset-env": "^7.4.5",
28 |     "@babel/preset-react": "^7.0.0",
29 |     "babel-core": "^6.26.3",
30 |     "babel-loader": "^8.0.6",
31 |     "babel-preset-env": "^1.7.0",
32 |     "babel-preset-react": "^6.24.1",
33 |     "electron": "^3.0.2",
34 |     "eslint": "^5.16.0",
35 |     "eslint-config-prettier": "^4.3.0",
36 |     "eslint-plugin-prettier": "^3.1.0",
37 |     "eslint-plugin-react": "^7.13.0",
38 |     "eslint-plugin-react-hooks": "^1.6.0",
39 |     "redux-actions": "^2.6.5",
40 |     "webpack": "^4.34.0",
41 |     "webpack-cli": "^3.3.4"
42 |   }
43 | }
44 | 


--------------------------------------------------------------------------------
/electron/src/components/App.jsx:
--------------------------------------------------------------------------------
 1 | import React, { useState, useEffect, useRef } from "react";
 2 | import Status from "./Status";
 3 | import Selector from "./Selector";
 4 | import Labels from "./Labels";
 5 | import GoButton from "./GoButton";
 6 | import { buildFeatureExtractor } from "../utils/ml5";
 7 | import { StatusContext, LabelContext } from "../contexts";
 8 | 
 9 | const containerStyle = {
10 |   display: "flex",
11 |   flexDirection: "column",
12 |   justifyContent: "center",
13 |   height: "800px"
14 | };
15 | const mainStyle = {
16 |   display: "flex",
17 |   flexDirection: "column",
18 |   justifyContent: "space-between",
19 |   height: "210px"
20 | };
21 | 
22 | function App() {
23 |   const videoEl = useRef(null);
24 |   const [status, setStatus] = useState("status.ready");
25 |   const [labelCount, setLabelCount] = useState(2);
26 |   const [targetLabel, setTargetLabel] = useState(null);
27 |   const [classifier, setClassifier] = useState(null);
28 | 
29 |   useEffect(() => {
30 |     const setVideo = async () => {
31 |       videoEl.current.srcObject = await navigator.mediaDevices.getUserMedia({
32 |         video: true
33 |       });
34 |       setClassifier(buildFeatureExtractor(videoEl.current));
35 |     };
36 |     setVideo();
37 |   }, []);
38 | 
39 |   return (
40 |     <StatusContext.Provider
41 |       value={{
42 |         status,
43 |         setStatus
44 |       }}
45 |     >
46 |       <LabelContext.Provider
47 |         value={{
48 |           labelCount,
49 |           setLabelCount,
50 |           targetLabel,
51 |           setTargetLabel
52 |         }}
53 |       >
54 |         <div style={containerStyle}>
55 |           <video ref={videoEl} width="480px" height="360px" autoPlay />
56 |           <div style={mainStyle}>
57 |             <Status />
58 |             <Selector />
59 |             <Labels classifier={classifier} />
60 |             <GoButton classifier={classifier} />
61 |           </div>
62 |         </div>
63 |       </LabelContext.Provider>
64 |     </StatusContext.Provider>
65 |   );
66 | }
67 | 
68 | export default App;
69 | 


--------------------------------------------------------------------------------
/electron/src/components/GoButton.jsx:
--------------------------------------------------------------------------------
 1 | import React, { useContext } from "react";
 2 | import { withTranslation } from "react-i18next";
 3 | import Button from "@material-ui/core/Button";
 4 | import { StatusContext } from "../contexts";
 5 | import socket from "../utils/socket";
 6 | 
 7 | const GoButton = ({ classifier, t }) => {
 8 |   const { setStatus } = useContext(StatusContext);
 9 |   function classify() {
10 |     classifier.classify((err, results) => {
11 |       if (err) return;
12 |       const topResult = results[0];
13 |       const { confidence } = topResult;
14 |       const { label } = topResult;
15 |       const status =
16 |         confidence > 0.8
17 |           ? ["status.detected", { label }]
18 |           : t("status.undetectable");
19 |       setStatus(status);
20 |       socket.emit("dispatch", {
21 |         data: label
22 |       });
23 |       classify();
24 |     });
25 |   }
26 |   return (
27 |     <Button
28 |       variant="contained"
29 |       color="primary"
30 |       onClick={async () => {
31 |         await classifier.train(loss => {
32 |           const status = ["status.loss", { loss }];
33 |           setStatus(status);
34 |           classify();
35 |         });
36 |       }}
37 |     >
38 |       {t("status.startTraining")}
39 |     </Button>
40 |   );
41 | };
42 | 
43 | export default withTranslation()(GoButton);
44 | 


--------------------------------------------------------------------------------
/electron/src/components/Labels/Label.jsx:
--------------------------------------------------------------------------------
 1 | import React, { useState, useContext } from "react";
 2 | import { withTranslation } from "react-i18next";
 3 | import Button from "@material-ui/core/Button";
 4 | import TextField from "@material-ui/core/TextField";
 5 | import { StatusContext, LabelContext } from "../../contexts";
 6 | 
 7 | const half = { width: "50%" };
 8 | 
 9 | const Label = ({ t, index, classifier }) => {
10 |   const defaultLabel = t("label.default");
11 | 
12 |   const { setStatus } = useContext(StatusContext);
13 |   const { targetLabel, setTargetLabel } = useContext(LabelContext);
14 | 
15 |   const [isFeeding, setIsFeeding] = useState(false);
16 |   const [name, setName] = useState(`${defaultLabel}${index}`);
17 |   const [intervalID, setIntervalID] = useState(null);
18 | 
19 |   const buttonStatus = isFeeding
20 |     ? t("status.stopLearning")
21 |     : t("status.startLearning");
22 | 
23 |   return (
24 |     <div>
25 |       <TextField
26 |         style={half}
27 |         placeholder={`${defaultLabel}${index}`}
28 |         onChange={e => {
29 |           setName(e.target.value);
30 |         }}
31 |       />
32 |       <Button
33 |         style={half}
34 |         variant="outlined"
35 |         color="primary"
36 |         onClick={() => {
37 |           if (targetLabel === null) {
38 |             setTargetLabel(name);
39 |             let count = 1;
40 |             const intervalID = setInterval(() => {
41 |               const status = t("status.feeding", { name, count });
42 |               setStatus(status);
43 |               count++;
44 |               classifier.addImage(name);
45 |             }, 100);
46 |             setIntervalID(intervalID);
47 |             setIsFeeding(true);
48 |           }
49 | 
50 |           if (targetLabel === name && isFeeding) {
51 |             clearInterval(intervalID);
52 |             setTargetLabel(null);
53 |             setIsFeeding(false);
54 |           }
55 |         }}
56 |       >
57 |         {buttonStatus}
58 |       </Button>
59 |     </div>
60 |   );
61 | };
62 | 
63 | export default withTranslation()(Label);
64 | 


--------------------------------------------------------------------------------
/electron/src/components/Labels/index.jsx:
--------------------------------------------------------------------------------
 1 | import React, { useContext } from "react";
 2 | import Label from "./Label";
 3 | import { LabelContext } from "../../contexts";
 4 | 
 5 | const Labels = ({ classifier }) => {
 6 |   const labels = [];
 7 |   const { labelCount, targetLabel } = useContext(LabelContext);
 8 | 
 9 |   for (let i = 1; i <= labelCount; i++) {
10 |     labels.push(
11 |       <Label
12 |         key={i}
13 |         index={i}
14 |         classifier={classifier}
15 |         targetLabel={targetLabel}
16 |         setTargetLabel={newTarget => {
17 |           this.setState({
18 |             targetLabel: newTarget
19 |           });
20 |         }}
21 |       />
22 |     );
23 |   }
24 |   return labels;
25 | };
26 | 
27 | export default Labels;
28 | 


--------------------------------------------------------------------------------
/electron/src/components/Selector.jsx:
--------------------------------------------------------------------------------
 1 | import React from "react";
 2 | import Select from "@material-ui/core/Select";
 3 | import MenuItem from "@material-ui/core/MenuItem";
 4 | import { withTranslation } from "react-i18next";
 5 | import { LabelContext } from "../contexts";
 6 | 
 7 | const headingStyle = {
 8 |   display: "inline-block",
 9 |   width: "50%"
10 | };
11 | const selectStyle = {
12 |   width: "50%"
13 | };
14 | 
15 | const Selector = ({ t }) => {
16 |   const menus = [];
17 |   for (let i = 2; i <= 10; i++) {
18 |     menus.push(
19 |       <MenuItem key={`option-${i}`} value={i}>
20 |         {i}
21 |       </MenuItem>
22 |     );
23 |   }
24 |   return (
25 |     <LabelContext.Consumer>
26 |       {({ labelCount, setLabelCount }) => {
27 |         return (
28 |           <div>
29 |             <span style={headingStyle}>{t("label.numOfLabels")}</span>
30 |             <Select
31 |               value={labelCount}
32 |               style={selectStyle}
33 |               onChange={e => {
34 |                 setLabelCount(e.target.value);
35 |               }}
36 |             >
37 |               {menus}
38 |             </Select>
39 |           </div>
40 |         );
41 |       }}
42 |     </LabelContext.Consumer>
43 |   );
44 | };
45 | 
46 | export default withTranslation()(Selector);
47 | 


--------------------------------------------------------------------------------
/electron/src/components/Status.jsx:
--------------------------------------------------------------------------------
 1 | import React, { useContext } from "react";
 2 | import { withTranslation } from "react-i18next";
 3 | import { StatusContext } from "../contexts";
 4 | 
 5 | const half = {
 6 |   display: "inline-block",
 7 |   width: "50%"
 8 | };
 9 | 
10 | const Status = ({ t }) => {
11 |   const { status } = useContext(StatusContext);
12 |   return (
13 |     <div>
14 |       <span style={half}>{t("status.header")}: </span>
15 |       <span style={half}>
16 |         {Array.isArray(status) ? t(...status) : t(status)}
17 |       </span>
18 |     </div>
19 |   );
20 | };
21 | export default withTranslation()(Status);
22 | 


--------------------------------------------------------------------------------
/electron/src/contexts/index.js:
--------------------------------------------------------------------------------
 1 | import React from "react";
 2 | 
 3 | export const StatusContext = React.createContext({
 4 |   status: "status.ready",
 5 |   setStatus: () => {}
 6 | });
 7 | export const LabelContext = React.createContext({
 8 |   labelCount: 2,
 9 |   setLabelCount: () => {},
10 |   targetLabel: null,
11 |   setTargetLabel: () => {}
12 | });
13 | 


--------------------------------------------------------------------------------
/electron/src/index.html:
--------------------------------------------------------------------------------
 1 | <!DOCTYPE html>
 2 | <html>
 3 | <head>
 4 |   <meta charset="UTF-8">
 5 |   <title>N4M Feature Extractor</title>
 6 |   <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,500&display=swap" />
 7 |   <style>
 8 |     body {
 9 |       margin: 0;
10 |       padding: 0;
11 |     }
12 |   </style>
13 | </head>
14 | <body>
15 |   <div id="main"></div>
16 |   <script src="../dist/main.js"></script>
17 | </body>
18 | </html>


--------------------------------------------------------------------------------
/electron/src/index.js:
--------------------------------------------------------------------------------
1 | import React from "react";
2 | import ReactDOM from "react-dom";
3 | import App from "./components/App";
4 | import "./utils/i18n";
5 | 
6 | ReactDOM.render(<App />, document.getElementById("main"));
7 | 


--------------------------------------------------------------------------------
/electron/src/main.js:
--------------------------------------------------------------------------------
 1 | // Because this file is specified as the `main` in package.json
 2 | // this file will be the entry point for Electron App
 3 | // when `npm start` is called.
 4 | 
 5 | const { app, BrowserWindow } = require("electron");
 6 | 
 7 | app.on("ready", () => {
 8 |   console.log("Electron has started");
 9 | 
10 |   // Launch a window and load index.html
11 |   let window = new BrowserWindow({
12 |     width: 480,
13 |     height: 800
14 |   });
15 |   window.loadFile("./src/index.html");
16 | 
17 |   window.on("closed", () => {
18 |     window = null;
19 |   });
20 | 
21 |   // For Development Only
22 |   if (process.env.DEBUG) {
23 |     // This will not be open when it's called in Max patch,
24 |     // because the environment variable DEBUG will not be provided.
25 |     // c.f. See ../../index.js, where it calls child_process.spawn to invoke Electron
26 |     window.webContents.openDevTools();
27 |   }
28 | });
29 | 
30 | app.on("window-all-closed", function() {
31 |   if (process.platform !== "darwin") {
32 |     app.quit();
33 |   }
34 | });
35 | 


--------------------------------------------------------------------------------
/electron/src/utils/i18n.js:
--------------------------------------------------------------------------------
 1 | import i18n from "i18next";
 2 | import { initReactI18next } from "react-i18next";
 3 | 
 4 | const resources = {
 5 |   en: {
 6 |     translation: {
 7 |       status: {
 8 |         header: "Status",
 9 |         ready: "ready",
10 |         startLearning: "Start Learning",
11 |         stopLearning: "Stop Learning",
12 |         feeding: "Feeding for {{name}}. Count: {{count}}",
13 |         doneTraining: "Done Training.",
14 |         loss: "Now Training. Loss - {{loss}}",
15 |         detected: "Detected {{label}}",
16 |         startTraining: "Start Training",
17 |         undetectable: "undetectable"
18 |       },
19 |       label: {
20 |         numOfLabels: "Number of Labels",
21 |         default: "Label"
22 |       }
23 |     }
24 |   },
25 |   ja: {
26 |     translation: {
27 |       status: {
28 |         header: "ステータス",
29 |         ready: "セットアップ完了",
30 |         startLearning: "学習開始",
31 |         stopLearning: "学習終了",
32 |         feeding: "{{count}}枚目の{{name}}を学習中",
33 |         doneTraining: "訓練完了",
34 |         loss: "訓練中。Loss - {{loss}}",
35 |         detected: "分類結果 {{label}}",
36 |         startTraining: "訓練、分類開始。",
37 |         undetectable: "分類不能"
38 |       },
39 |       label: {
40 |         numOfLabels: "ラベル数",
41 |         default: "ラベル"
42 |       }
43 |     }
44 |   }
45 | };
46 | 
47 | i18n.use(initReactI18next).init({
48 |   resources: resources,
49 |   fallbackLng: "en",
50 |   lng: "ja",
51 |   debug: true,
52 | 
53 |   interpolation: {
54 |     escapeValue: false // not needed for react as it escapes by default
55 |   }
56 | });
57 | 
58 | export default i18n;
59 | 


--------------------------------------------------------------------------------
/electron/src/utils/ml5.js:
--------------------------------------------------------------------------------
 1 | import ml5 from "ml5";
 2 | 
 3 | const featureExtractor = ml5.featureExtractor("MobileNet", {
 4 |   numClasses: 4
 5 | });
 6 | 
 7 | export const buildFeatureExtractor = videoEl => {
 8 |   const classifier = featureExtractor.classification(videoEl, () => {
 9 |     console.log("Video Ready");
10 |   });
11 |   return classifier;
12 | };
13 | 


--------------------------------------------------------------------------------
/electron/src/utils/socket.js:
--------------------------------------------------------------------------------
 1 | import io from "socket.io-client";
 2 | import i18n from "i18next";
 3 | const socket = io("http://localhost:3000").connect();
 4 | 
 5 | socket.on("connect", () => {
 6 |   console.log("Connected to Max 8");
 7 | });
 8 | 
 9 | socket.on("message", msg => {
10 |   if (msg === "ja" || msg === "en") {
11 |     i18n.changeLanguage(msg);
12 |   }
13 | });
14 | 
15 | export default socket;
16 | 


--------------------------------------------------------------------------------
/electron/webpack.config.js:
--------------------------------------------------------------------------------
 1 | module.exports = {
 2 |   entry: "./src/index.js",
 3 |   resolve: {
 4 |     extensions: [".js", ".jsx"]
 5 |   },
 6 |   // devtool: "source-map",
 7 |   module: {
 8 |     rules: [
 9 |       {
10 |         test: /\.(js|jsx)$/,
11 |         exclude: /node_modules/,
12 |         use: {
13 |           loader: "babel-loader"
14 |         }
15 |       }
16 |     ]
17 |   }
18 | };
19 | 


--------------------------------------------------------------------------------
/index.js:
--------------------------------------------------------------------------------
 1 | 
 2 | // This file is the entrypoint for the Max patch.
 3 | // When this file is executed via `node.script start` in the Max patch,
 4 | // this program will launch an Electron app as a child process, and connect to it via socket.io.
 5 | 
 6 | 
 7 | const MaxAPI   = require("max-api");
 8 | const io       = require("socket.io")();
 9 | const electron = require("electron");
10 | const proc     = require("child_process");
11 | const child    = proc.spawn(electron, ["./electron"]);
12 | 
13 | 
14 | io.on("connection", (socket) => {
15 | 	MaxAPI.addHandler('Japanese', () => {
16 | 		socket.send('ja');
17 | 	});
18 | 	MaxAPI.addHandler('English', () => {
19 | 		socket.send('en');
20 | 	});
21 | 
22 | 	console.log("Socket is connected with Electron App");
23 | 
24 | 	socket.on("dispatch", ({ data }) => {
25 | 		console.log("dispatch: ", data);
26 | 		MaxAPI.outlet(data);
27 | 	});
28 | 
29 | });
30 | 
31 | io.listen(3000);
32 | 
33 | // This will ensure that when this parent process is killed in maxpat (either by `node.script stop` or Max is shutdown for some reason),
34 | // it will terminate the child process, the Electron app.
35 | process.on("exit", () => {
36 | 	child.kill();
37 | });
38 | 


--------------------------------------------------------------------------------
/main.maxpat:
--------------------------------------------------------------------------------
  1 | {
  2 | 	"patcher" : 	{
  3 | 		"fileversion" : 1,
  4 | 		"appversion" : 		{
  5 | 			"major" : 8,
  6 | 			"minor" : 0,
  7 | 			"revision" : 4,
  8 | 			"architecture" : "x64",
  9 | 			"modernui" : 1
 10 | 		}
 11 | ,
 12 | 		"classnamespace" : "box",
 13 | 		"rect" : [ 34.0, 79.0, 652.0, 787.0 ],
 14 | 		"bglocked" : 0,
 15 | 		"openinpresentation" : 0,
 16 | 		"default_fontsize" : 12.0,
 17 | 		"default_fontface" : 0,
 18 | 		"default_fontname" : "Arial",
 19 | 		"gridonopen" : 1,
 20 | 		"gridsize" : [ 15.0, 15.0 ],
 21 | 		"gridsnaponopen" : 1,
 22 | 		"objectsnaponopen" : 1,
 23 | 		"statusbarvisible" : 2,
 24 | 		"toolbarvisible" : 1,
 25 | 		"lefttoolbarpinned" : 0,
 26 | 		"toptoolbarpinned" : 0,
 27 | 		"righttoolbarpinned" : 0,
 28 | 		"bottomtoolbarpinned" : 0,
 29 | 		"toolbars_unpinned_last_save" : 0,
 30 | 		"tallnewobj" : 0,
 31 | 		"boxanimatetime" : 200,
 32 | 		"enablehscroll" : 1,
 33 | 		"enablevscroll" : 1,
 34 | 		"devicewidth" : 0.0,
 35 | 		"description" : "",
 36 | 		"digest" : "",
 37 | 		"tags" : "",
 38 | 		"style" : "",
 39 | 		"subpatcher_template" : "",
 40 | 		"boxes" : [ 			{
 41 | 				"box" : 				{
 42 | 					"id" : "obj-49",
 43 | 					"maxclass" : "comment",
 44 | 					"numinlets" : 1,
 45 | 					"numoutlets" : 0,
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603 | 					"clickthrough" : 0,
604 | 					"enablehscroll" : 0,
605 | 					"enablevscroll" : 0,
606 | 					"id" : "obj-6",
607 | 					"lockeddragscroll" : 0,
608 | 					"maxclass" : "bpatcher",
609 | 					"name" : "n4m.monitor.maxpat",
610 | 					"numinlets" : 1,
611 | 					"numoutlets" : 1,
612 | 					"offset" : [ 0.0, 0.0 ],
613 | 					"outlettype" : [ "bang" ],
614 | 					"patching_rect" : [ 103.904773235321045, 380.00001060962677, 400.0, 220.0 ],
615 | 					"viewvisibility" : 1
616 | 				}
617 | 
618 | 			}
619 | , 			{
620 | 				"box" : 				{
621 | 					"id" : "obj-1",
622 | 					"maxclass" : "newobj",
623 | 					"numinlets" : 1,
624 | 					"numoutlets" : 2,
625 | 					"outlettype" : [ "", "" ],
626 | 					"patching_rect" : [ 115.0, 239.0, 111.0, 22.0 ],
627 | 					"saved_object_attributes" : 					{
628 | 						"autostart" : 0,
629 | 						"defer" : 0,
630 | 						"node_bin_path" : "",
631 | 						"npm_bin_path" : "",
632 | 						"watch" : 0
633 | 					}
634 | ,
635 | 					"text" : "node.script index.js"
636 | 				}
637 | 
638 | 			}
639 |  ],
640 | 		"lines" : [ 			{
641 | 				"patchline" : 				{
642 | 					"destination" : [ "obj-46", 1 ],
643 | 					"source" : [ "obj-1", 0 ]
644 | 				}
645 | 
646 | 			}
647 | , 			{
648 | 				"patchline" : 				{
649 | 					"destination" : [ "obj-6", 0 ],
650 | 					"midpoints" : [ 216.5, 358.690475463867188, 113.404773235321045, 358.690475463867188 ],
651 | 					"source" : [ "obj-1", 1 ]
652 | 				}
653 | 
654 | 			}
655 | , 			{
656 | 				"patchline" : 				{
657 | 					"destination" : [ "obj-1", 0 ],
658 | 					"source" : [ "obj-15", 0 ]
659 | 				}
660 | 
661 | 			}
662 | , 			{
663 | 				"patchline" : 				{
664 | 					"destination" : [ "obj-20", 0 ],
665 | 					"source" : [ "obj-17", 0 ]
666 | 				}
667 | 
668 | 			}
669 | , 			{
670 | 				"patchline" : 				{
671 | 					"destination" : [ "obj-7", 1 ],
672 | 					"source" : [ "obj-20", 0 ]
673 | 				}
674 | 
675 | 			}
676 | , 			{
677 | 				"patchline" : 				{
678 | 					"destination" : [ "obj-41", 0 ],
679 | 					"source" : [ "obj-27", 0 ]
680 | 				}
681 | 
682 | 			}
683 | , 			{
684 | 				"patchline" : 				{
685 | 					"destination" : [ "obj-1", 0 ],
686 | 					"midpoints" : [ 285.996662335395797, 230.498333611488363, 124.5, 230.498333611488363 ],
687 | 					"source" : [ "obj-33", 1 ]
688 | 				}
689 | 
690 | 			}
691 | , 			{
692 | 				"patchline" : 				{
693 | 					"destination" : [ "obj-15", 0 ],
694 | 					"source" : [ "obj-41", 0 ]
695 | 				}
696 | 
697 | 			}
698 | , 			{
699 | 				"patchline" : 				{
700 | 					"destination" : [ "obj-47", 0 ],
701 | 					"midpoints" : [ 135.0, 193.5, 187.821441650390625, 193.5 ],
702 | 					"source" : [ "obj-41", 1 ]
703 | 				}
704 | 
705 | 			}
706 |  ],
707 | 		"parameters" : 		{
708 | 			"obj-33" : [ "live.menu", "live.menu", 0 ],
709 | 			"obj-27" : [ "live.text", "live.text", 0 ],
710 | 			"parameterbanks" : 			{
711 | 
712 | 			}
713 | 
714 | 		}
715 | ,
716 | 		"dependency_cache" : [ 			{
717 | 				"name" : "index.js",
718 | 				"bootpath" : "~/Documents/workspace/n4m-feature-extractor",
719 | 				"patcherrelativepath" : ".",
720 | 				"type" : "TEXT",
721 | 				"implicit" : 1
722 | 			}
723 | , 			{
724 | 				"name" : "n4m.monitor.maxpat",
725 | 				"bootpath" : "C74:/packages/Node For Max/patchers/debug-monitor",
726 | 				"type" : "JSON",
727 | 				"implicit" : 1
728 | 			}
729 | , 			{
730 | 				"name" : "resize_n4m_monitor_patcher.js",
731 | 				"bootpath" : "C74:/packages/Node For Max/patchers/debug-monitor",
732 | 				"type" : "TEXT",
733 | 				"implicit" : 1
734 | 			}
735 | , 			{
736 | 				"name" : "fit_jweb_to_bounds.js",
737 | 				"bootpath" : "C74:/packages/Node For Max/patchers/debug-monitor",
738 | 				"type" : "TEXT",
739 | 				"implicit" : 1
740 | 			}
741 |  ],
742 | 		"autosave" : 0
743 | 	}
744 | 
745 | }
746 | 


--------------------------------------------------------------------------------
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1572 | 


--------------------------------------------------------------------------------
/package.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "name": "n4m-feature-extractor",
 3 |   "version": "1.0.0",
 4 |   "description": "",
 5 |   "main": "index.js",
 6 |   "scripts": {
 7 |     "postinstall": "cd ./electron; npm install"
 8 |   },
 9 |   "keywords": [],
10 |   "author": "Yuichi Yogo",
11 |   "license": "MIT",
12 |   "devDependencies": {
13 |     "electron": "^3.0.10",
14 |     "socket.io": "^2.2.0"
15 |   }
16 | }
17 | 


--------------------------------------------------------------------------------