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new file mode 100644
index 0000000..24643cc
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+    <entry file="file://$PROJECT_DIR$/DataGatherer/src/source/Source.ts">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="170">
+          <caret line="10" column="5" lean-forward="true" selection-start-line="10" selection-start-column="5" selection-end-line="10" selection-end-column="5" />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/DataGatherer/src/source/keyboard/Keyboard.ts">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="51">
+          <caret line="3" lean-forward="true" selection-start-line="3" selection-end-line="3" />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/DataGatherer/src/source/mouse/Mouse.ts">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="204">
+          <caret line="12" column="59" selection-start-line="12" selection-start-column="59" selection-end-line="12" selection-end-column="59" />
+          <folding>
+            <element signature="e#0#35#0" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/DataGatherer/src/gatherer/Gatherer.ts">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="85">
+          <caret line="5" lean-forward="true" selection-start-line="5" selection-end-line="5" />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/DataGatherer/src/index.html">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="68">
+          <caret line="4" column="14" lean-forward="true" selection-start-line="4" selection-start-column="14" selection-end-line="4" selection-end-column="14" />
+          <folding>
+            <element signature="n#style#0;n#div#0;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#1;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#2;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#3;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#4;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#5;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#6;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#7;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#8;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#9;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#10;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#11;n#body#0;n#html#0;n#!!top" expanded="true" />
+            <element signature="n#style#0;n#div#12;n#body#0;n#html#0;n#!!top" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/DataGatherer/src/main.ts">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="85">
+          <caret line="8" column="33" lean-forward="true" selection-start-line="8" selection-end-line="9" />
+          <folding>
+            <element signature="e#0#41#0" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
+  </component>
+</project>
\ No newline at end of file
diff --git a/DataGatherer/package-lock.json b/DataGatherer/package-lock.json
index b6b15cc..586ab90 100644
--- a/DataGatherer/package-lock.json
+++ b/DataGatherer/package-lock.json
@@ -4,6 +4,27 @@
   "lockfileVersion": 1,
   "requires": true,
   "dependencies": {
+    "@types/html2canvas": {
+      "version": "0.0.35",
+      "resolved": "https://registry.npmjs.org/@types/html2canvas/-/html2canvas-0.0.35.tgz",
+      "integrity": "sha512-28p0/yNwXnvGWQK3rEIBj7NHNQoBXuX0ymcCNjSYR/i0Vk9z+xrKCQZPvsrEmurx9vs4B/eHGbOaJY/a9CXdSg==",
+      "requires": {
+        "@types/jquery": "*"
+      }
+    },
+    "@types/jquery": {
+      "version": "3.3.29",
+      "resolved": "https://registry.npmjs.org/@types/jquery/-/jquery-3.3.29.tgz",
+      "integrity": "sha512-FhJvBninYD36v3k6c+bVk1DSZwh7B5Dpb/Pyk3HKVsiohn0nhbefZZ+3JXbWQhFyt0MxSl2jRDdGQPHeOHFXrQ==",
+      "requires": {
+        "@types/sizzle": "*"
+      }
+    },
+    "@types/sizzle": {
+      "version": "2.3.2",
+      "resolved": "https://registry.npmjs.org/@types/sizzle/-/sizzle-2.3.2.tgz",
+      "integrity": "sha512-7EJYyKTL7tFR8+gDbB6Wwz/arpGa0Mywk1TJbNzKzHtzbwVmY4HR9WqS5VV7dsBUKQmPNr192jHr/VpBluj/hg=="
+    },
     "axios": {
       "version": "0.18.0",
       "resolved": "https://registry.npmjs.org/axios/-/axios-0.18.0.tgz",
@@ -13,6 +34,19 @@
         "is-buffer": "^1.1.5"
       }
     },
+    "base64-arraybuffer": {
+      "version": "0.1.5",
+      "resolved": "https://registry.npmjs.org/base64-arraybuffer/-/base64-arraybuffer-0.1.5.tgz",
+      "integrity": "sha1-c5JncZI7Whl0etZmqlzUv5xunOg="
+    },
+    "css-line-break": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/css-line-break/-/css-line-break-1.0.1.tgz",
+      "integrity": "sha1-GfIGOjPpX7KDG4ZEbAuAwYivRQo=",
+      "requires": {
+        "base64-arraybuffer": "^0.1.5"
+      }
+    },
     "eslint-scope": {
       "version": "4.0.3",
       "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-4.0.3.tgz",
@@ -67,6 +101,14 @@
         }
       }
     },
+    "html2canvas": {
+      "version": "1.0.0-rc.1",
+      "resolved": "https://registry.npmjs.org/html2canvas/-/html2canvas-1.0.0-rc.1.tgz",
+      "integrity": "sha512-ImguLJ3goQnY0P6z7n6VqBZ+ViS77Hv6J7iYXBxvdb3NWz3s8/mqr4/Lj0OlMUb3ID+qCQ1BPLIBuRMqhgqvYg==",
+      "requires": {
+        "css-line-break": "1.0.1"
+      }
+    },
     "is-buffer": {
       "version": "1.1.6",
       "resolved": "https://registry.npmjs.org/is-buffer/-/is-buffer-1.1.6.tgz",
diff --git a/DataGatherer/package.json b/DataGatherer/package.json
index 220f332..f06294b 100644
--- a/DataGatherer/package.json
+++ b/DataGatherer/package.json
@@ -4,7 +4,9 @@
   "description": "",
   "main": "main.js",
   "dependencies": {
+    "@types/html2canvas": "0.0.35",
     "axios": "^0.18.0",
+    "html2canvas": "^1.0.0-rc.1",
     "rxios": "^1.1.2",
     "rxjs": "^6.4.0",
     "rxjs-compat": "^6.4.0"
diff --git a/DataGatherer/src/data/Data.ts b/DataGatherer/src/data/Data.ts
index 87e9c1e..a0b4287 100644
--- a/DataGatherer/src/data/Data.ts
+++ b/DataGatherer/src/data/Data.ts
@@ -2,10 +2,31 @@ export class Data {
     private name: string;
     private data: any;
     private timestamp: number;
+    private size: {
+        width: number;
+        height: number;
+    };
 
-    constructor(name: string, data: any) {
+    constructor(name: string, data: any, size: any, timestamp?: number) {
         this.name = name;
         this.data = data;
-        this.timestamp = Date.now();
+        this.timestamp = timestamp ? timestamp : Date.now();
+        this.size = size;
+    }
+
+    public getName() {
+        return this.name;
+    }
+
+    public getData() {
+        return this.data;
+    }
+
+    public getTimestamp() {
+        return this.timestamp;
+    }
+
+    public getSize() {
+        return this.size;
     }
 }
diff --git a/DataGatherer/src/index.html b/DataGatherer/src/index.html
index 6cf4790..8e6e9aa 100644
--- a/DataGatherer/src/index.html
+++ b/DataGatherer/src/index.html
@@ -1,8 +1,34 @@
 <html>
     <head>
         <script src="../dist/bundle.js"></script>
+        <script>
+            const interval = setInterval(() => {
+                let i = 1;
+                for( i = 1; i <= 13; i++){
+                    const el = document.getElementById(i.toString());
+                    el.style.top = Math.floor(Math.random() * 1000) + 10 + 'px';
+                    el.style.width = Math.floor(Math.random() * 200) + 10 + 'px';
+                    el.style.height = Math.floor(Math.random() * 200) + 10 + 'px';
+                    el.style.left =  Math.floor(Math.random() * 1000) + 10 + 'px';
+                }
+                clearInterval(interval);
+            }, 200);
+        </script>
     </head>
     <body>
-        
+        <button>ciao</button>
+        <div id="1" style="width: 50px; height: 70px; background-color:red; position: absolute"></div>
+        <div id="2" style="width: 30px; height: 30px; background-color:blue; position: absolute"></div>
+        <div id="3" style="width: 40px; height: 20px; background-color:pink; position: absolute"></div>
+        <div id="4" style="width: 30px; height: 30px; background-color:black; position: absolute"></div>
+        <div id="5" style="width: 30px; height: 30px; background-color:cyan; position: absolute"></div>
+        <div id="6" style="width: 30px; height: 30px; background-color:yellow; position: absolute"></div>
+        <div id="7" style="width: 30px; height: 30px; background-color:limegreen; position: absolute"></div>
+        <div id="8" style="width: 30px; height: 30px; background-color:darkmagenta; position: absolute"></div>
+        <div id="9" style="width: 30px; height: 30px; background-color:darkslategray; position: absolute"></div>
+        <div id="10" style="width: 30px; height: 30px; background-color:fuchsia; position: absolute"></div>
+        <div id="11" style="width: 30px; height: 30px; background-color:purple; position: absolute"></div>
+        <div id="12" style="width: 30px; height: 30px; background-color:sienna; position: absolute"></div>
+        <div id="13" style="width: 30px; height: 30px; background-color:darkturquoise; position: absolute"></div>
     </body>
-</html>
\ No newline at end of file
+</html>
diff --git a/DataGatherer/src/main.ts b/DataGatherer/src/main.ts
index 0a43273..17aca91 100644
--- a/DataGatherer/src/main.ts
+++ b/DataGatherer/src/main.ts
@@ -2,16 +2,23 @@ import { Sender } from "./sender/Sender";
 import { Mouse } from "./source/mouse/Mouse";
 import { Gatherer } from "./gatherer/Gatherer";
 import { Keyboard } from "./source/keyboard/Keyboard";
+import { Screen } from "./source/screen/Screen";
 
 function main() {
     const gatherer: Gatherer = new Gatherer([
-            new Keyboard('keyboard', ['keydown']), 
+            new Screen('screen'),
+            new Keyboard('keyboard', ['keydown']),
             new Mouse('mouse', ['click', 'mousemove'])
         ]);
 
     gatherer.start();
+    startPrediction(gatherer);
+    startGathering(gatherer);
+  
+}
 
-    const sender: Sender = new Sender(() => gatherer.getData(), '/predictor', 4000, 2000);
+function startPrediction(gatherer: Gatherer) {
+    const sender: Sender = new Sender(() => gatherer.getData(), 'localhost:4000/predict', 10000);
     sender.start()
         .subscribe(
             val => {
@@ -20,4 +27,15 @@ function main() {
         );
 }
 
-main();
\ No newline at end of file
+
+function startGathering(gatherer: Gatherer) {
+    const sender: Sender = new Sender(() => gatherer.getData(), 'localhost:4000/trainData', 3000);
+    sender.start()
+        .subscribe(
+            val => {
+                console.log(val);
+            }
+        );
+}
+
+main();
diff --git a/DataGatherer/src/sender/Sender.ts b/DataGatherer/src/sender/Sender.ts
index 3ab9be4..981635b 100644
--- a/DataGatherer/src/sender/Sender.ts
+++ b/DataGatherer/src/sender/Sender.ts
@@ -4,13 +4,11 @@ import { Rxios } from 'rxios';
 
 export class Sender {
     private url: string;
-    private port: number;
     private interval: number;
     private dataSourceFn: any;
 
-    constructor(dataSourceFn: any, url: string, port: number, interval: number) {
+    constructor(dataSourceFn: any, url: string, interval: number) {
         this.url = url;
-        this.port = port;
         this.interval = interval;
         this.dataSourceFn = dataSourceFn;
     }
@@ -24,11 +22,13 @@ export class Sender {
 
     private send(data: any) {
         const http: Rxios = new Rxios();
-        //return http.post(this.url, data);
-        function generateFakeResponse() {
-            return Array.from({length: 20}, () => Math.random().toPrecision(2));
-        }
-
-        return of(generateFakeResponse()).pipe(delay(200));
+       /* var wsConnect = new WebSocket('ws://' + this.url, "protocolOne");
+        wsConnect.send(data);
+        wsConnect.onmessage((msg) => {
+            console.log(msg)
+            }
+            //gestire con rxjs o un wrapper di websocket client
+        )*/
+        return http.post('http://' + this.url, data);
     }
 }
diff --git a/DataGatherer/src/source/Source.ts b/DataGatherer/src/source/Source.ts
index 6d9d064..ba6cb91 100644
--- a/DataGatherer/src/source/Source.ts
+++ b/DataGatherer/src/source/Source.ts
@@ -2,7 +2,7 @@ import { Data } from "./../data/Data";
 
 export class Source {
     private name: string;
-    public data: Array<any> = [];
+    public data: Array<Data> = [];
     public events: Array<string>;
 
     constructor(name: string, events: Array<string>) {
@@ -11,11 +11,6 @@ export class Source {
     }
 
     public startCollect() {
-        for(const event of this.events){
-            document.addEventListener(event, (e) => {
-                this.data.push(new Data(event, e));
-            });
-        }
     }
 
     public getData() {
diff --git a/DataGatherer/src/source/mouse/Mouse.ts b/DataGatherer/src/source/mouse/Mouse.ts
index 6f29880..3d27e64 100644
--- a/DataGatherer/src/source/mouse/Mouse.ts
+++ b/DataGatherer/src/source/mouse/Mouse.ts
@@ -1,9 +1,18 @@
 import { Source } from '../Source';
+import {Data} from "../../data/Data";
 
 export class Mouse extends Source {
 
     constructor(name: string, events: Array<string>) {
         super(name, events);
     }
+
+    startCollect() {
+        for(const event of this.events){
+            document.addEventListener(event, (e: MouseEvent) => {
+                this.data.push(new Data(event, {x: e.x, y: e.y}, {width: window.innerWidth, height: window.innerHeight}));
+            });
+        }
+    }
 }
    
diff --git a/DataGatherer/src/source/screen/Screen.ts b/DataGatherer/src/source/screen/Screen.ts
new file mode 100644
index 0000000..86762be
--- /dev/null
+++ b/DataGatherer/src/source/screen/Screen.ts
@@ -0,0 +1,23 @@
+import { Source } from '../Source';
+import Html2CanvasStatic from "html2canvas";
+import {Data} from "../../data/Data";
+
+export class Screen extends Source {
+
+    constructor(name: string, events: Array<string> = []) {
+        super(name, events);
+    }
+
+    public startCollect() {
+        const interval = setInterval(() => {
+            if (document.body) {
+                Html2CanvasStatic(document.body, {logging: false})
+                    .then((canvas) => {
+                        console.log(canvas);
+                        const imgData = canvas.toDataURL("image/png");
+                        this.data.push(new Data('screen', imgData, {width: window.innerWidth, height: window.innerHeight}))
+                    });
+            }
+        }, 3000);
+    }
+}
diff --git a/predictor/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/Predictor/PredictorNeuralNetwork/.ipynb_checkpoints/Untitled-checkpoint.ipynb
similarity index 100%
rename from predictor/.ipynb_checkpoints/Untitled-checkpoint.ipynb
rename to Predictor/PredictorNeuralNetwork/.ipynb_checkpoints/Untitled-checkpoint.ipynb
diff --git a/predictor/Predictor.py b/Predictor/PredictorNeuralNetwork/Predictor.py
similarity index 100%
rename from predictor/Predictor.py
rename to Predictor/PredictorNeuralNetwork/Predictor.py
diff --git a/predictor/Readme.md b/Predictor/PredictorNeuralNetwork/Readme.md
similarity index 100%
rename from predictor/Readme.md
rename to Predictor/PredictorNeuralNetwork/Readme.md
diff --git a/predictor/weights/first_try.h5 b/Predictor/PredictorNeuralNetwork/weights/first_try.h5
similarity index 100%
rename from predictor/weights/first_try.h5
rename to Predictor/PredictorNeuralNetwork/weights/first_try.h5
diff --git a/predictor/weights/first_try2.h5 b/Predictor/PredictorNeuralNetwork/weights/first_try2.h5
similarity index 100%
rename from predictor/weights/first_try2.h5
rename to Predictor/PredictorNeuralNetwork/weights/first_try2.h5
diff --git a/Predictor/PredictorWebService/.eslintrc.yaml b/Predictor/PredictorWebService/.eslintrc.yaml
new file mode 100644
index 0000000..8d9f71b
--- /dev/null
+++ b/Predictor/PredictorWebService/.eslintrc.yaml
@@ -0,0 +1,12 @@
+# .eslintrc.yaml
+---
+  extends: airbnb-base
+  env:
+    node: true
+    mocha: true
+    es6: true
+  parser: typescript-eslint-parser
+  parserOptions:
+    sourceType: module
+    ecmaFeatures: 
+      modules: true
\ No newline at end of file
diff --git a/Predictor/PredictorWebService/.vscode/settings.json b/Predictor/PredictorWebService/.vscode/settings.json
new file mode 100644
index 0000000..3b66410
--- /dev/null
+++ b/Predictor/PredictorWebService/.vscode/settings.json
@@ -0,0 +1,3 @@
+{
+    "git.ignoreLimitWarning": true
+}
\ No newline at end of file
diff --git a/Predictor/PredictorWebService/package-lock.json b/Predictor/PredictorWebService/package-lock.json
new file mode 100644
index 0000000..d96c635
--- /dev/null
+++ b/Predictor/PredictorWebService/package-lock.json
@@ -0,0 +1,3129 @@
+{
+  "name": "predictorservice",
+  "version": "1.0.0",
+  "lockfileVersion": 1,
+  "requires": true,
+  "dependencies": {
+    "@types/body-parser": {
+      "version": "1.17.0",
+      "resolved": "https://registry.npmjs.org/@types/body-parser/-/body-parser-1.17.0.tgz",
+      "integrity": "sha512-a2+YeUjPkztKJu5aIF2yArYFQQp8d51wZ7DavSHjFuY1mqVgidGyzEQ41JIVNy82fXj8yPgy2vJmfIywgESW6w==",
+      "requires": {
+        "@types/connect": "*",
+        "@types/node": "*"
+      }
+    },
+    "@types/connect": {
+      "version": "3.4.32",
+      "resolved": "https://registry.npmjs.org/@types/connect/-/connect-3.4.32.tgz",
+      "integrity": "sha512-4r8qa0quOvh7lGD0pre62CAb1oni1OO6ecJLGCezTmhQ8Fz50Arx9RUszryR8KlgK6avuSXvviL6yWyViQABOg==",
+      "requires": {
+        "@types/node": "*"
+      }
+    },
+    "@types/events": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/@types/events/-/events-3.0.0.tgz",
+      "integrity": "sha512-EaObqwIvayI5a8dCzhFrjKzVwKLxjoG9T6Ppd5CEo07LRKfQ8Yokw54r5+Wq7FaBQ+yXRvQAYPrHwya1/UFt9g==",
+      "dev": true
+    },
+    "@types/express": {
+      "version": "4.16.1",
+      "resolved": "https://registry.npmjs.org/@types/express/-/express-4.16.1.tgz",
+      "integrity": "sha512-V0clmJow23WeyblmACoxbHBu2JKlE5TiIme6Lem14FnPW9gsttyHtk6wq7njcdIWH1njAaFgR8gW09lgY98gQg==",
+      "requires": {
+        "@types/body-parser": "*",
+        "@types/express-serve-static-core": "*",
+        "@types/serve-static": "*"
+      }
+    },
+    "@types/express-serve-static-core": {
+      "version": "4.16.2",
+      "resolved": "https://registry.npmjs.org/@types/express-serve-static-core/-/express-serve-static-core-4.16.2.tgz",
+      "integrity": "sha512-qgc8tjnDrc789rAQed8NoiFLV5VGcItA4yWNFphqGU0RcuuQngD00g3LHhWIK3HQ2XeDgVCmlNPDlqi3fWBHnQ==",
+      "requires": {
+        "@types/node": "*",
+        "@types/range-parser": "*"
+      }
+    },
+    "@types/mime": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/@types/mime/-/mime-2.0.1.tgz",
+      "integrity": "sha512-FwI9gX75FgVBJ7ywgnq/P7tw+/o1GUbtP0KzbtusLigAOgIgNISRK0ZPl4qertvXSIE8YbsVJueQ90cDt9YYyw=="
+    },
+    "@types/node": {
+      "version": "11.13.0",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-11.13.0.tgz",
+      "integrity": "sha512-rx29MMkRdVmzunmiA4lzBYJNnXsW/PhG4kMBy2ATsYaDjGGR75dCFEVVROKpNwlVdcUX3xxlghKQOeDPBJobng=="
+    },
+    "@types/range-parser": {
+      "version": "1.2.3",
+      "resolved": "https://registry.npmjs.org/@types/range-parser/-/range-parser-1.2.3.tgz",
+      "integrity": "sha512-ewFXqrQHlFsgc09MK5jP5iR7vumV/BYayNC6PgJO2LPe8vrnNFyjQjSppfEngITi0qvfKtzFvgKymGheFM9UOA=="
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diff --git a/Predictor/PredictorWebService/package.json b/Predictor/PredictorWebService/package.json
new file mode 100644
index 0000000..e6d6749
--- /dev/null
+++ b/Predictor/PredictorWebService/package.json
@@ -0,0 +1,30 @@
+{
+  "name": "predictorservice",
+  "version": "1.0.0",
+  "description": "",
+  "main": "main.js",
+  "dependencies": {
+    "@types/express": "^4.16.1",
+    "body-parser": "^1.18.3",
+    "canvas": "^2.4.1",
+    "cors": "^2.8.5",
+    "express": "^4.16.4",
+    "nodemon": "^1.18.10",
+    "ws": "^6.2.1"
+  },
+  "devDependencies": {
+    "@types/node": "^11.13.0",
+    "@types/ws": "^6.0.1",
+    "ts-node": "^8.0.3",
+    "typescript": "^3.4.2",
+    "typescript-eslint-parser": "^22.0.0"
+  },
+  "scripts": {
+    "build": "tsc -w",
+    "dev": "ts-node ./src/main.ts",
+    "start": "nodemon ./dist/main.js",
+    "prod": "npm run build && npm run start"
+  },
+  "author": "",
+  "license": "ISC"
+}
diff --git a/Predictor/PredictorWebService/src/main.ts b/Predictor/PredictorWebService/src/main.ts
new file mode 100644
index 0000000..5d55230
--- /dev/null
+++ b/Predictor/PredictorWebService/src/main.ts
@@ -0,0 +1,9 @@
+import { PredictorWebService } from "./predictor-web-service/PredictorWebService";
+
+function main() { 
+    const predictorWebService = new PredictorWebService('/', 4000, 4100);
+    predictorWebService.startExpress();
+    predictorWebService.startWebSocket();
+}
+
+main();
\ No newline at end of file
diff --git a/Predictor/PredictorWebService/src/predictor-web-service/PredictorWebService.ts b/Predictor/PredictorWebService/src/predictor-web-service/PredictorWebService.ts
new file mode 100644
index 0000000..5bf3fec
--- /dev/null
+++ b/Predictor/PredictorWebService/src/predictor-web-service/PredictorWebService.ts
@@ -0,0 +1,126 @@
+import express from 'express';
+import * as WebSocket from 'ws';
+import * as http from 'http';
+import cors from 'cors';
+import * as bodyParser from "body-parser";
+import fs from 'fs';
+import {Data} from "../../../../DataGatherer/src/data/Data";
+import {createCanvas, Image} from "canvas";
+
+export class PredictorWebService {
+
+    private portWebSocket: number;
+    private portApi: number;
+    private url: string;
+    private app: express.Application;
+    private httpServer: http.Server; 
+    private wss: WebSocket.Server;
+
+    constructor(url: string, portApi: number, portWebSocket: number) {
+        this.url = url;
+        this.portApi = portApi;
+        this.portWebSocket = portWebSocket;
+    }
+
+    public startWebSocket() {
+        this.httpServer = http.createServer(this.app);
+        this.wss = new WebSocket.Server({port: this.portWebSocket});
+
+
+        this.wss.on('connection', (ws: WebSocket) => {
+            ws.on('message', (message: string) => {
+                console.log('received: %s', message);
+                ws.send(`Hello, you sent -> ${message}`);
+            });
+        });
+    }
+
+    public startExpress() {
+        const that = this;
+        this.app = express();
+        this.app.use(cors());
+        this.app.use(bodyParser.json());
+        this.app.use(bodyParser.urlencoded({ extended: false }));
+
+        this.app.post('/predict', function (req, res) {
+            function generateFakeResponse() {
+                return Array.from({length: 20}, () => Math.random().toPrecision(2));
+            }
+            console.log('Request prediction');
+            res.send(generateFakeResponse());
+        });
+
+        this.app.post('/trainData', function (req, res) {
+            console.log('Received data');
+            const data: Array<Data> = req.body.map(d => new Data(d.name, d.data, d.size, d.timestamp));
+            console.dir(data);
+            const image = data.find(val => {
+               return val.getName() === 'screen';
+            });
+            const mouseClicks = data.filter(val => {
+                return val.getName() === 'click';
+            });
+            const mouseMovements = data.filter(val => {
+                return val.getName() === 'mousemove';
+            });
+            const keyboard = data.filter(val => {
+                return val.getName() === 'keydown';
+            });
+            if(image){
+                const canvas = createCanvas(image.getSize().width, image.getSize().height);
+                const ctx = canvas.getContext('2d');
+                const img = new Image();
+                img.onload = () => {
+                    that.printImage(img, ctx);
+                    that.printMouseClick(mouseClicks, ctx);
+                    that.printMouseMove(mouseMovements, ctx);
+                    that.printKeyboard(keyboard, ctx);
+                    const base64data = canvas.toBuffer();
+                    fs.writeFile('./trainingDatas/' + image.getTimestamp() + '.png', base64data, 'base64', function(err){
+                        if (err) throw err;
+                        console.log('File saved.');
+                        res.send('ok - image received');
+                    })
+                };
+                img.onerror = err => { throw err };
+                img.src = image.getData();
+
+
+            } else {
+                res.send('ok - only datas');
+            }
+        });
+
+        this.app.listen(this.portApi, () => {
+            console.log('PredictorWebService is up and running on port: %d', this.portApi);
+        }); 
+    }
+
+    printMouseClick(mouseclicks: Array<Data>, ctx: any) {
+        ctx.strokeStyle = 'rgba(219, 10, 91, 0.5)';
+        ctx.lineWidth = 5;
+        ctx.beginPath();
+        for(const move of mouseclicks){
+            ctx.strokeRect(move.getData().x, move.getData().y,10, 10);
+        }
+        ctx.stroke();
+    }
+
+    printMouseMove(mousemoves: Array<Data>, ctx: any) {
+        ctx.strokeStyle = 'rgba(0,0,0,0.5)';
+        ctx.lineWidth = 5;
+        ctx.beginPath();
+        for(const move of mousemoves){
+            ctx.lineTo(move.getData().x, move.getData().y);
+        }
+        ctx.stroke();
+    }
+
+    printKeyboard(keyboard: Array<Data>, ctx: any) {
+
+    }
+
+    printImage(image: Image, ctx: any){
+        ctx.drawImage(image, 0, 0);
+    }
+}
diff --git a/Predictor/PredictorWebService/tsconfig.json b/Predictor/PredictorWebService/tsconfig.json
new file mode 100644
index 0000000..2890332
--- /dev/null
+++ b/Predictor/PredictorWebService/tsconfig.json
@@ -0,0 +1,20 @@
+{
+  "compilerOptions": {
+    "sourceMap": true,
+    "module": "commonjs",
+    "esModuleInterop": true,
+    "resolveJsonModule": true,
+    "outDir": "dist",
+    "experimentalDecorators": true,
+    "target": "es5",
+    "jsx": "react",
+    "lib": [
+      "dom",
+      "es6"
+    ]
+  },
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compileOnSave": true
+}
\ No newline at end of file