first commit

2025-02-26 14:01:38 +07:00 · 2025-02-26 14:01:38 +07:00 · 54cdeb14ec
commit 54cdeb14ec
52 changed files with 15184 additions and 0 deletions
--- a/.env
+++ b/.env
@ -0,0 +1,14 @@
+PUBLIC_URL=
+REACT_APP_API_URL=
+
+REACT_APP_DEFAULTAUTH=fake
+
+REACT_APP_API_KEY=
+REACT_APP_AUTHDOMAIN=
+REACT_APP_DATABASEURL=
+REACT_APP_PROJECTID=
+REACT_APP_STORAGEBUCKET=
+REACT_APP_MESSAGINGSENDERID=
+REACT_APP_APPID=
+REACT_APP_MEASUREMENTID=
+
--- a/.gitignore
+++ b/.gitignore
@ -0,0 +1,23 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# production
+/build
+
+# misc
+.DS_Store
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@ -0,0 +1,70 @@
+{
+	"editor.formatOnSave": true,
+	"editor.suggestSelection": "first",
+	"editor.fontFamily": " 'FiraCode-Retina' ",
+	"editor.fontLigatures": true,
+	// "terminal.integrated.fontSize": 14,
+	// "terminal.integrated.shell.osx": "zsh",
+	"terminal.integrated.fontFamily": "monospace",
+	"vsintellicode.modify.editor.suggestSelection": "automaticallyOverrodeDefaultValue",
+	"javascript.preferences.importModuleSpecifier": "relative",
+	"typescript.preferences.importModuleSpecifier": "auto",
+	"search.exclude": {
+		"**/node_modules": true,
+		"**/bower_components": true,
+		"**/*.code-search": true
+	},
+	"workbench.editorAssociations": {
+		"*.class": "default"
+	},
+	"files.exclude": {
+		"**/.classpath": true,
+		"**/.project": true,
+		"**/.settings": true,
+		"**/.factorypath": true
+	},
+	"[javascript]": {
+		"editor.defaultFormatter": "esbenp.prettier-vscode"
+	},
+	"workbench.editor.wrapTabs": true,
+	"workbench.colorTheme": "Evondev Dracula Darker Contrast",
+	"workbench.iconTheme": "vscode-icons",
+	"tabnine.experimentalAutoImports": true,
+	"security.workspace.trust.untrustedFiles": "open",
+	"[blade]": {
+		"editor.defaultFormatter": "shufo.vscode-blade-formatter"
+	},
+	"[css]": {
+		"editor.defaultFormatter": "esbenp.prettier-vscode"
+	},
+	"liveServer.settings.donotShowInfoMsg": true,
+	"liveServer.settings.port": 8000,
+	"[html]": {
+		"editor.defaultFormatter": "esbenp.prettier-vscode"
+	},
+	"workbench.editor.enablePreview": false,
+	"files.associations": {
+		"*.js": "javascriptreact"
+	},
+	"[javascriptreact]": {
+		"editor.defaultFormatter": "esbenp.prettier-vscode"
+	},
+	"emmet.includeLanguages": {
+		"javascript": "javascriptreact"
+	},
+	"editor.bracketPairColorization.enabled": true,
+	"editor.guides.bracketPairs": "active",
+	"[php]": {
+		"editor.defaultFormatter": "bmewburn.vscode-intelephense-client"
+	},
+	"prettier.printWidth": 150,
+	"[scss]": {
+		"editor.defaultFormatter": "esbenp.prettier-vscode"
+	},
+	"prettier.useTabs": true,
+	"prettier.bracketSameLine": true,
+	"prettier.endOfLine": "auto",
+	"[json]": {
+		"editor.defaultFormatter": "esbenp.prettier-vscode"
+	}
+}
--- a/README.md
+++ b/README.md
@ -0,0 +1,70 @@
+# Getting Started with Create React App
+
+This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app).
+
+## Available Scripts
+
+In the project directory, you can run:
+
+### `npm start`
+
+Runs the app in the development mode.\
+Open [http://localhost:3000](http://localhost:3000) to view it in your browser.
+
+The page will reload when you make changes.\
+You may also see any lint errors in the console.
+
+### `npm test`
+
+Launches the test runner in the interactive watch mode.\
+See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information.
+
+### `npm run build`
+
+Builds the app for production to the `build` folder.\
+It correctly bundles React in production mode and optimizes the build for the best performance.
+
+The build is minified and the filenames include the hashes.\
+Your app is ready to be deployed!
+
+See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information.
+
+### `npm run eject`
+
+**Note: this is a one-way operation. Once you `eject`, you can't go back!**
+
+If you aren't satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project.
+
+Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you're on your own.
+
+You don't have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn't feel obligated to use this feature. However we understand that this tool wouldn't be useful if you couldn't customize it when you are ready for it.
+
+## Learn More
+
+You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started).
+
+To learn React, check out the [React documentation](https://reactjs.org/).
+
+### Code Splitting
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/code-splitting](https://facebook.github.io/create-react-app/docs/code-splitting)
+
+### Analyzing the Bundle Size
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size](https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size)
+
+### Making a Progressive Web App
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app](https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app)
+
+### Advanced Configuration
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/advanced-configuration](https://facebook.github.io/create-react-app/docs/advanced-configuration)
+
+### Deployment
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/deployment](https://facebook.github.io/create-react-app/docs/deployment)
+
+### `npm run build` fails to minify
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify](https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify)
--- a/dataset/images/s-l1600.png
+++ b/dataset/images/s-l1600.png
--- a/package-lock.json
+++ b/package-lock.json
--- a/package.json
+++ b/package.json
@ -0,0 +1,56 @@
+{
+	"name": "yolo_app",
+	"version": "0.1.0",
+	"private": true,
+	"dependencies": {
+		"-": "0.0.1",
+		"@testing-library/jest-dom": "^5.17.0",
+		"@testing-library/react": "^13.4.0",
+		"@testing-library/user-event": "^13.5.0",
+		"assert": "^2.1.0",
+		"buffer": "^6.0.3",
+		"child_process": "^1.0.2",
+		"fs": "0.0.1-security",
+		"numpy": "0.0.1",
+		"opencv-build": "^0.1.9",
+		"opencv4nodejs": "^5.6.0",
+		"os-browserify": "^0.3.0",
+		"path-browserify": "^1.0.1",
+		"react": "^18.3.1",
+		"react-dom": "^18.3.1",
+		"react-scripts": "5.0.1",
+		"save-dev": "0.0.1-security",
+		"util": "^0.12.5",
+		"web-vitals": "^2.1.4",
+		"webpack": "^5.96.1",
+		"webpack-cli": "^5.1.4",
+		"webpack-dev-server": "^5.1.0"
+	},
+	"scripts": {
+		"start": "react-scripts start",
+		"build": "react-scripts build",
+		"test": "react-scripts test",
+		"eject": "react-scripts eject"
+	},
+	"eslintConfig": {
+		"extends": [
+			"react-app",
+			"react-app/jest"
+		]
+	},
+	"browserslist": {
+		"production": [
+			">0.2%",
+			"not dead",
+			"not op_mini all"
+		],
+		"development": [
+			"last 1 chrome version",
+			"last 1 firefox version",
+			"last 1 safari version"
+		]
+	},
+	"opencv4nodejs": {
+		"disableAutoBuild": "1"
+	}
+}
--- a/public/favicon.ico
+++ b/public/favicon.ico
--- a/public/index.html
+++ b/public/index.html
@ -0,0 +1,43 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <link rel="icon" href="%PUBLIC_URL%/favicon.ico" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="theme-color" content="#000000" />
+    <meta
+      name="description"
+      content="Web site created using create-react-app"
+    />
+    <link rel="apple-touch-icon" href="%PUBLIC_URL%/logo192.png" />
+    <!--
+      manifest.json provides metadata used when your web app is installed on a
+      user's mobile device or desktop. See https://developers.google.com/web/fundamentals/web-app-manifest/
+    -->
+    <link rel="manifest" href="%PUBLIC_URL%/manifest.json" />
+    <!--
+      Notice the use of %PUBLIC_URL% in the tags above.
+      It will be replaced with the URL of the `public` folder during the build.
+      Only files inside the `public` folder can be referenced from the HTML.
+
+      Unlike "/favicon.ico" or "favicon.ico", "%PUBLIC_URL%/favicon.ico" will
+      work correctly both with client-side routing and a non-root public URL.
+      Learn how to configure a non-root public URL by running `npm run build`.
+    -->
+    <title>React App</title>
+  </head>
+  <body>
+    <noscript>You need to enable JavaScript to run this app.</noscript>
+    <div id="root"></div>
+    <!--
+      This HTML file is a template.
+      If you open it directly in the browser, you will see an empty page.
+
+      You can add webfonts, meta tags, or analytics to this file.
+      The build step will place the bundled scripts into the <body> tag.
+
+      To begin the development, run `npm start` or `yarn start`.
+      To create a production bundle, use `npm run build` or `yarn build`.
+    -->
+  </body>
+</html>
--- a/public/logo192.png
+++ b/public/logo192.png
--- a/public/logo512.png
+++ b/public/logo512.png
--- a/public/manifest.json
+++ b/public/manifest.json
@ -0,0 +1,25 @@
+{
+  "short_name": "React App",
+  "name": "Create React App Sample",
+  "icons": [
+    {
+      "src": "favicon.ico",
+      "sizes": "64x64 32x32 24x24 16x16",
+      "type": "image/x-icon"
+    },
+    {
+      "src": "logo192.png",
+      "type": "image/png",
+      "sizes": "192x192"
+    },
+    {
+      "src": "logo512.png",
+      "type": "image/png",
+      "sizes": "512x512"
+    }
+  ],
+  "start_url": ".",
+  "display": "standalone",
+  "theme_color": "#000000",
+  "background_color": "#ffffff"
+}
--- a/public/robots.txt
+++ b/public/robots.txt
@ -0,0 +1,3 @@
+# https://www.robotstxt.org/robotstxt.html
+User-agent: *
+Disallow:
--- a/runing.py
+++ b/runing.py
@ -0,0 +1,32 @@
+import cv2
+from ultralytics import YOLO
+
+# Load model đã huấn luyện
+model = YOLO("src/server/train5/weights/best.pt")
+
+# Đọc ảnh
+image_path = "dataset/images/s-l1600.png"
+img = cv2.imread(image_path)
+
+# Chạy mô hình để dự đoán
+results = model(image_path, conf=0.5)  # Hạ conf xuống để giữ nhiều phát hiện hơn
+
+# Xử lý kết quả dự đoán
+for r in results:
+    for box in r.boxes:
+        x1, y1, x2, y2 = map(int, box.xyxy[0])  # Lấy tọa độ bbox
+        # print(x1, y1, x2, y2)
+        conf = float(box.conf[0])  # Độ tin cậy
+        cls = int(box.cls[0])  # Nhãn class ID
+        label = f"{model.names[cls]} {conf:.2f}"  # Tạo nhãn hiển thị
+
+        # Vẽ bounding box (màu xanh lá cây)
+        cv2.rectangle(img, (x1, y1), (x2, y2), (199, 80, 105), 2)
+
+        # Vẽ nhãn (tên object)
+        cv2.putText(img, label, (x1, y1 - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 0, 0), 2)
+
+# Hiển thị ảnh với bounding boxes
+cv2.imshow("Detected Logos", img)
+cv2.waitKey(0)
+cv2.destroyAllWindows()
--- a/src/App.css
+++ b/src/App.css
@ -0,0 +1,38 @@
+.App {
+  text-align: center;
+}
+
+.App-logo {
+  height: 40vmin;
+  pointer-events: none;
+}
+
+@media (prefers-reduced-motion: no-preference) {
+  .App-logo {
+    animation: App-logo-spin infinite 20s linear;
+  }
+}
+
+.App-header {
+  background-color: #282c34;
+  min-height: 100vh;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  font-size: calc(10px + 2vmin);
+  color: white;
+}
+
+.App-link {
+  color: #61dafb;
+}
+
+@keyframes App-logo-spin {
+  from {
+    transform: rotate(0deg);
+  }
+  to {
+    transform: rotate(360deg);
+  }
+}
--- a/src/App.js
+++ b/src/App.js
@ -0,0 +1,15 @@
+import logo from "./logo.svg";
+import "./App.css";
+import Main from "./pages/index";
+
+function App() {
+	return (
+		<div className="App">
+			<header className="App-header">
+				<Main />
+			</header>
+		</div>
+	);
+}
+
+export default App;
--- a/src/App.test.js
+++ b/src/App.test.js
@ -0,0 +1,8 @@
+import { render, screen } from '@testing-library/react';
+import App from './App';
+
+test('renders learn react link', () => {
+  render(<App />);
+  const linkElement = screen.getByText(/learn react/i);
+  expect(linkElement).toBeInTheDocument();
+});
--- a/src/index.css
+++ b/src/index.css
@ -0,0 +1,13 @@
+body {
+  margin: 0;
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen',
+    'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue',
+    sans-serif;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+}
+
+code {
+  font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New',
+    monospace;
+}
--- a/src/index.js
+++ b/src/index.js
@ -0,0 +1,17 @@
+import React from 'react';
+import ReactDOM from 'react-dom/client';
+import './index.css';
+import App from './App';
+import reportWebVitals from './reportWebVitals';
+
+const root = ReactDOM.createRoot(document.getElementById('root'));
+root.render(
+  <React.StrictMode>
+    <App />
+  </React.StrictMode>
+);
+
+// If you want to start measuring performance in your app, pass a function
+// to log results (for example: reportWebVitals(console.log))
+// or send to an analytics endpoint. Learn more: https://bit.ly/CRA-vitals
+reportWebVitals();
--- a/src/logo.svg
+++ b/src/logo.svg
@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 841.9 595.3"><g fill="#61DAFB"><path d="M666.3 296.5c0-32.5-40.7-63.3-103.1-82.4 14.4-63.6 8-114.2-20.2-130.4-6.5-3.8-14.1-5.6-22.4-5.6v22.3c4.6 0 8.3.9 11.4 2.6 13.6 7.8 19.5 37.5 14.9 75.7-1.1 9.4-2.9 19.3-5.1 29.4-19.6-4.8-41-8.5-63.5-10.9-13.5-18.5-27.5-35.3-41.6-50 32.6-30.3 63.2-46.9 84-46.9V78c-27.5 0-63.5 19.6-99.9 53.6-36.4-33.8-72.4-53.2-99.9-53.2v22.3c20.7 0 51.4 16.5 84 46.6-14 14.7-28 31.4-41.3 49.9-22.6 2.4-44 6.1-63.6 11-2.3-10-4-19.7-5.2-29-4.7-38.2 1.1-67.9 14.6-75.8 3-1.8 6.9-2.6 11.5-2.6V78.5c-8.4 0-16 1.8-22.6 5.6-28.1 16.2-34.4 66.7-19.9 130.1-62.2 19.2-102.7 49.9-102.7 82.3 0 32.5 40.7 63.3 103.1 82.4-14.4 63.6-8 114.2 20.2 130.4 6.5 3.8 14.1 5.6 22.5 5.6 27.5 0 63.5-19.6 99.9-53.6 36.4 33.8 72.4 53.2 99.9 53.2 8.4 0 16-1.8 22.6-5.6 28.1-16.2 34.4-66.7 19.9-130.1 62-19.1 102.5-49.9 102.5-82.3zm-130.2-66.7c-3.7 12.9-8.3 26.2-13.5 39.5-4.1-8-8.4-16-13.1-24-4.6-8-9.5-15.8-14.4-23.4 14.2 2.1 27.9 4.7 41 7.9zm-45.8 106.5c-7.8 13.5-15.8 26.3-24.1 38.2-14.9 1.3-30 2-45.2 2-15.1 0-30.2-.7-45-1.9-8.3-11.9-16.4-24.6-24.2-38-7.6-13.1-14.5-26.4-20.8-39.8 6.2-13.4 13.2-26.8 20.7-39.9 7.8-13.5 15.8-26.3 24.1-38.2 14.9-1.3 30-2 45.2-2 15.1 0 30.2.7 45 1.9 8.3 11.9 16.4 24.6 24.2 38 7.6 13.1 14.5 26.4 20.8 39.8-6.3 13.4-13.2 26.8-20.7 39.9zm32.3-13c5.4 13.4 10 26.8 13.8 39.8-13.1 3.2-26.9 5.9-41.2 8 4.9-7.7 9.8-15.6 14.4-23.7 4.6-8 8.9-16.1 13-24.1zM421.2 430c-9.3-9.6-18.6-20.3-27.8-32 9 .4 18.2.7 27.5.7 9.4 0 18.7-.2 27.8-.7-9 11.7-18.3 22.4-27.5 32zm-74.4-58.9c-14.2-2.1-27.9-4.7-41-7.9 3.7-12.9 8.3-26.2 13.5-39.5 4.1 8 8.4 16 13.1 24 4.7 8 9.5 15.8 14.4 23.4zM420.7 163c9.3 9.6 18.6 20.3 27.8 32-9-.4-18.2-.7-27.5-.7-9.4 0-18.7.2-27.8.7 9-11.7 18.3-22.4 27.5-32zm-74 58.9c-4.9 7.7-9.8 15.6-14.4 23.7-4.6 8-8.9 16-13 24-5.4-13.4-10-26.8-13.8-39.8 13.1-3.1 26.9-5.8 41.2-7.9zm-90.5 125.2c-35.4-15.1-58.3-34.9-58.3-50.6 0-15.7 22.9-35.6 58.3-50.6 8.6-3.7 18-7 27.7-10.1 5.7 19.6 13.2 40 22.5 60.9-9.2 20.8-16.6 41.1-22.2 60.6-9.9-3.1-19.3-6.5-28-10.2zM310 490c-13.6-7.8-19.5-37.5-14.9-75.7 1.1-9.4 2.9-19.3 5.1-29.4 19.6 4.8 41 8.5 63.5 10.9 13.5 18.5 27.5 35.3 41.6 50-32.6 30.3-63.2 46.9-84 46.9-4.5-.1-8.3-1-11.3-2.7zm237.2-76.2c4.7 38.2-1.1 67.9-14.6 75.8-3 1.8-6.9 2.6-11.5 2.6-20.7 0-51.4-16.5-84-46.6 14-14.7 28-31.4 41.3-49.9 22.6-2.4 44-6.1 63.6-11 2.3 10.1 4.1 19.8 5.2 29.1zm38.5-66.7c-8.6 3.7-18 7-27.7 10.1-5.7-19.6-13.2-40-22.5-60.9 9.2-20.8 16.6-41.1 22.2-60.6 9.9 3.1 19.3 6.5 28.1 10.2 35.4 15.1 58.3 34.9 58.3 50.6-.1 15.7-23 35.6-58.4 50.6zM320.8 78.4z"/><circle cx="420.9" cy="296.5" r="45.7"/><path d="M520.5 78.1z"/></g></svg>
--- a/src/pages/components/PointsBlur.js
+++ b/src/pages/components/PointsBlur.js
@ -0,0 +1,268 @@
+import React, { useEffect, useRef, useState } from "react";
+
+const PointBlurImageComponent = ({ imageSrc, blurredRegions, loaded, setLoaded, reloading, setReloading, setInfoImage, listLabel = [] }) => {
+	const points = useRef([]);
+	const canvasRef = useRef(null);
+	const isImageLoaded = useRef(false);
+	const [draggingPointIndex, setDraggingPointIndex] = useState(null);
+	const [movingRegionIndex, setMovingRegionIndex] = useState(null);
+	const [offset, setOffset] = useState({ x: 0, y: 0 });
+	const [info, setInfo] = useState({});
+	const [isOpen, setIsOpen] = useState(false);
+
+	useEffect(() => {
+		const canvas = canvasRef.current;
+		const ctx = canvas.getContext("2d");
+		const image = new Image();
+
+		image.onload = () => {
+			canvas.width = image.width;
+			canvas.height = image.height;
+			ctx.drawImage(image, 0, 0);
+			isImageLoaded.current = true;
+			setInfoImage({ width: image.width, height: image.height });
+		};
+
+		image.crossOrigin = "anonymous";
+		image.src = imageSrc;
+	}, [imageSrc]);
+
+	useEffect(() => {
+		if (blurredRegions?.current?.length > 0) {
+			redrawCanvas();
+			setLoaded(true);
+		}
+	}, [blurredRegions?.current, reloading]);
+
+	useEffect(() => {
+		const canvas = canvasRef.current;
+
+		const handleCanvasClick = (event) => {
+			if (!isImageLoaded.current) return;
+			if (isOpen) return;
+			const { x, y } = getMousePos(canvas, event);
+
+			// Check if a delete button is clicked
+			for (let i = 0; i < blurredRegions.current.length; i++) {
+				const region = blurredRegions.current[i];
+				const buttonX = (region[0].x + region[1].x) / 2;
+				const buttonY = Math.min(region[0].y, region[1].y, region[2].y, region[3].y) - 20;
+				if (Math.abs(buttonX - x) < 30 && Math.abs(buttonY - y) < 10) {
+					// blurredRegions.current.splice(i, 1);
+					setInfo({ index: i, value: blurredRegions.current[i] });
+					setIsOpen(true);
+					redrawCanvas(i);
+					return;
+				}
+			}
+
+			points.current.push({ x, y, label: listLabel[0]?.name || "cisco" });
+			drawRedPoint(canvas, x, y);
+
+			if (points.current.length === 4) {
+				blurredRegions.current.push([...points.current]);
+				points.current = []; // Clear points after blurring
+				setReloading((pre) => !pre);
+			}
+		};
+
+		const handleCanvasMouseDown = (event) => {
+			if (isOpen) return;
+			const { x, y } = getMousePos(canvas, event);
+
+			// Check if we clicked on an existing point
+			for (let i = 0; i < blurredRegions.current.length; i++) {
+				for (let j = 0; j < blurredRegions.current[i].length; j++) {
+					const point = blurredRegions.current[i][j];
+					if (Math.abs(point.x - x) < 5 && Math.abs(point.y - y) < 5) {
+						setDraggingPointIndex({ regionIndex: i, pointIndex: j });
+						setOffset({ x: point.x - x, y: point.y - y });
+						return;
+					}
+				}
+
+				// Check if we clicked inside a region
+				const region = blurredRegions.current[i];
+				if (isPointInRegion(x, y, region)) {
+					setMovingRegionIndex(i);
+					setOffset({ x: region[0].x - x, y: region[0].y - y });
+					return;
+				}
+			}
+
+			handleCanvasClick(event);
+		};
+
+		const handleCanvasMouseUp = () => {
+			setDraggingPointIndex(null);
+			setMovingRegionIndex(null);
+			redrawCanvas(info?.index);
+		};
+
+		const handleCanvasMouseMove = (event) => {
+			if (draggingPointIndex === null && movingRegionIndex === null) return;
+
+			const { x, y } = getMousePos(canvas, event);
+
+			if (draggingPointIndex !== null) {
+				const { regionIndex, pointIndex } = draggingPointIndex;
+				blurredRegions.current[regionIndex][pointIndex] = {
+					x: x + offset.x,
+					y: y + offset.y,
+					label: blurredRegions.current[regionIndex][pointIndex]?.label,
+				};
+				redrawCanvas();
+			} else if (movingRegionIndex !== null) {
+				const region = blurredRegions.current[movingRegionIndex];
+				const dx = x + offset.x - region[0].x;
+				const dy = y + offset.y - region[0].y;
+
+				for (let i = 0; i < region.length; i++) {
+					region[i].x += dx;
+					region[i].y += dy;
+				}
+				redrawCanvas();
+			}
+		};
+
+		canvas.addEventListener("mousedown", handleCanvasMouseDown);
+		canvas.addEventListener("mouseup", handleCanvasMouseUp);
+		canvas.addEventListener("mousemove", handleCanvasMouseMove);
+
+		return () => {
+			canvas.removeEventListener("mousedown", handleCanvasMouseDown);
+			canvas.removeEventListener("mouseup", handleCanvasMouseUp);
+			canvas.removeEventListener("mousemove", handleCanvasMouseMove);
+		};
+	}, [draggingPointIndex, movingRegionIndex, offset, isOpen, info]);
+
+	const getMousePos = (canvas, event) => {
+		const rect = canvas.getBoundingClientRect();
+		return {
+			x: event.clientX - rect.left,
+			y: event.clientY - rect.top,
+		};
+	};
+
+	const isPointInRegion = (x, y, region) => {
+		const [A, B, C, D] = region;
+
+		const sign = (p1, p2, p3) => (p1.x - p3.x) * (p2.y - p3.y) - (p2.x - p3.x) * (p1.y - p3.y);
+		const d1 = sign({ x, y }, A, B);
+		const d2 = sign({ x, y }, B, C);
+		const d3 = sign({ x, y }, C, D);
+		const d4 = sign({ x, y }, D, A);
+
+		const hasNeg = d1 < 0 || d2 < 0 || d3 < 0 || d4 < 0;
+		const hasPos = d1 > 0 || d2 > 0 || d3 > 0 || d4 > 0;
+
+		return !(hasNeg && hasPos);
+	};
+
+	const drawRedPoint = (canvas, x, y) => {
+		const ctx = canvas.getContext("2d");
+		ctx.save();
+		ctx.beginPath();
+		ctx.arc(x, y, 5, 0, 2 * Math.PI);
+		ctx.fillStyle = "red";
+		ctx.fill();
+		ctx.restore();
+	};
+
+	const drawBorder = (canvas, points) => {
+		const ctx = canvas.getContext("2d");
+		ctx.save();
+		ctx.beginPath();
+		points.forEach((point, index) => {
+			if (index === 0) {
+				ctx.moveTo(point.x, point.y);
+			} else {
+				ctx.lineTo(point.x, point.y);
+			}
+		});
+		ctx.closePath();
+		ctx.lineWidth = 2;
+		ctx.strokeStyle = "blue";
+		ctx.stroke();
+		ctx.restore();
+
+		points.forEach((point) => drawRedPoint(canvas, point.x, point.y));
+	};
+
+	const drawDeleteButton = (canvas, region, isSelected) => {
+		const ctx = canvas.getContext("2d");
+		const buttonX = (region[0].x + region[1].x) / 2;
+		const buttonY = Math.min(region[0].y, region[1].y, region[2].y, region[3].y) - 20;
+
+		ctx.save();
+		ctx.fillStyle = isSelected ? "rgb(196, 194, 61)" : "rgb(2, 101, 182)";
+		ctx.fillRect(buttonX - 30, buttonY - 10, 60, 20);
+		ctx.fillStyle = "rgb(255, 255, 255)";
+		ctx.font = "13px Arial";
+		ctx.textAlign = "center";
+		ctx.fillText(region[0]?.label, buttonX, buttonY + 5);
+		ctx.restore();
+	};
+
+	const redrawCanvas = (index) => {
+		const canvas = canvasRef.current;
+		const ctx = canvas.getContext("2d");
+		const image = new Image();
+
+		image.onload = () => {
+			ctx.clearRect(0, 0, canvas.width, canvas.height);
+			ctx.drawImage(image, 0, 0);
+
+			blurredRegions.current.forEach((region, i) => {
+				drawBorder(canvas, region);
+				drawDeleteButton(canvas, region, index === i);
+			});
+
+			points.current.forEach((point) => {
+				drawRedPoint(canvas, point.x, point.y);
+			});
+		};
+
+		image.crossOrigin = "anonymous";
+		image.src = imageSrc;
+	};
+
+	return (
+		<div style={{ position: "relative" }}>
+			<canvas ref={canvasRef} />
+			{isOpen && (
+				<div style={{ backgroundColor: "#FFF", position: "absolute", top: info?.value[0].y - 200, left: info?.value[0].x, zIndex: 10 }}>
+					{listLabel?.map((el, i) => (
+						<div key={i}>
+							<button
+								onClick={() => {
+									const newList = info?.value?.map((pre) => ({ ...pre, label: el?.name }));
+									blurredRegions.current[info?.index] = newList;
+									setInfo({});
+									setIsOpen(false);
+									redrawCanvas();
+								}}
+								style={{ backgroundColor: "#ccc", marginTop: "5px", marginBottom: "5px", width: "150px", color: "#000" }}>
+								{el?.name}
+							</button>
+						</div>
+					))}
+					<div>
+						<button
+							onClick={() => {
+								blurredRegions.current.splice(info?.index, 1);
+								setInfo({});
+								setIsOpen(false);
+								redrawCanvas();
+							}}
+							style={{ backgroundColor: "#ff0000", marginTop: "5px", marginBottom: "5px", width: "150px", color: "#000" }}>
+							Delete
+						</button>
+					</div>
+				</div>
+			)}
+		</div>
+	);
+};
+
+export default PointBlurImageComponent;
--- a/src/pages/index.js
+++ b/src/pages/index.js
@ -0,0 +1,116 @@
+import React, { useRef, useState } from "react";
+import PointsBlur from "./components/PointsBlur";
+
+const Main = () => {
+	const [imageSrc, setImageSrc] = useState(null);
+	const blurredRegions = useRef([]);
+	const [loaded, setLoaded] = useState(false);
+	const [reloading, setReloading] = useState(false);
+	const [listLabel, setListLabel] = useState([]);
+	const [infoImage, setInfoImage] = useState({});
+	const [imageName, setImageName] = useState("");
+
+	const handleFileChange = async (event) => {
+		console.log(event.target.files);
+		const file = event.target.files[0];
+		if (!file) return;
+
+		const formData = new FormData();
+		formData.append("image", file);
+		// setImageSrc(URL.createObjectURL(file));
+		blurredRegions.current = [];
+		setLoaded(false);
+		try {
+			const url = "http://localhost:5000/detect_image";
+			const response = await fetch(url, {
+				method: "POST",
+				body: formData,
+			});
+
+			const data = await response.json();
+			if (data.error) {
+				alert(data.error);
+			} else {
+				if (data?.points) {
+					blurredRegions.current = data?.points?.map((pre) => [
+						{ x: pre.x1, y: pre.y1, label: pre.label },
+						{ x: pre.x2, y: pre.y1, label: pre.label },
+						{ x: pre.x2, y: pre.y2, label: pre.label },
+						{ x: pre.x1, y: pre.y2, label: pre.label },
+					]);
+				}
+				setListLabel(
+					Object.entries(data?.labels).map(([id, name]) => ({
+						id: Number(id),
+						name,
+					}))
+				);
+				setImageSrc("http://localhost:5000/" + data?.image_path);
+				setImageName(data?.image_name);
+				setTimeout(() => setReloading((pre) => !pre), 1000);
+				console.log(data);
+			}
+		} catch (error) {
+			console.error("Error detecting QR code:", error);
+		}
+	};
+
+	const handleSave = async () => {
+		let arrPoints = "";
+		blurredRegions.current?.forEach((points) => {
+			const img_w = infoImage?.width;
+			const img_h = infoImage?.height;
+
+			// Get bounding box
+			const x_min = Math.min(...points.map((p) => p.x));
+			const y_min = Math.min(...points.map((p) => p.y));
+			const x_max = Math.max(...points.map((p) => p.x));
+			const y_max = Math.max(...points.map((p) => p.y));
+
+			const x_center = (x_min + x_max) / 2 / img_w;
+			const y_center = (y_min + y_max) / 2 / img_h;
+			const width = (x_max - x_min) / img_w;
+			const height = (y_max - y_min) / img_h;
+
+			// Get class ID
+			const class_id = listLabel.find((label) => label?.name === points[0].label)?.id || "0";
+
+			const yolo_label = `${class_id} ${x_center.toFixed(6)} ${y_center.toFixed(6)} ${width.toFixed(6)} ${height.toFixed(6)}`;
+
+			arrPoints += yolo_label + "\n";
+		});
+		const url = "http://localhost:5000/save";
+		const formData = new FormData();
+		formData.append("list", arrPoints);
+		formData.append("imageName", imageName);
+		await fetch(url, {
+			method: "POST",
+			body: formData,
+		});
+	};
+
+	return (
+		<div>
+			<div>
+				<input type="file" accept="image/*" onChange={handleFileChange} />
+				<button style={{}} onClick={handleSave}>
+					Save
+				</button>
+			</div>
+			<div>
+				<PointsBlur
+					imageSrc={imageSrc}
+					blurredRegions={blurredRegions}
+					loaded={loaded}
+					setLoaded={setLoaded}
+					reloading={reloading}
+					setReloading={setReloading}
+					setInfoImage={setInfoImage}
+					listLabel={listLabel}
+				/>
+			</div>
+		</div>
+	);
+};
+
+export default Main;
--- a/src/reportWebVitals.js
+++ b/src/reportWebVitals.js
@ -0,0 +1,13 @@
+const reportWebVitals = onPerfEntry => {
+  if (onPerfEntry && onPerfEntry instanceof Function) {
+    import('web-vitals').then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => {
+      getCLS(onPerfEntry);
+      getFID(onPerfEntry);
+      getFCP(onPerfEntry);
+      getLCP(onPerfEntry);
+      getTTFB(onPerfEntry);
+    });
+  }
+};
+
+export default reportWebVitals;
--- a/src/server/images/detect_image_250226_112327.png
+++ b/src/server/images/detect_image_250226_112327.png
--- a/src/server/images/detect_image_250226_131822.png
+++ b/src/server/images/detect_image_250226_131822.png
--- a/src/server/images/detect_image_250226_133920.png
+++ b/src/server/images/detect_image_250226_133920.png
--- a/src/server/images/detect_image_250226_135300.png
+++ b/src/server/images/detect_image_250226_135300.png
--- a/src/server/label/detect_image_250226_131822.txt
+++ b/src/server/label/detect_image_250226_131822.txt
@ -0,0 +1,20 @@
+1 0.846875 0.679733 0.102500 0.046706
+1 0.399687 0.411593 0.091875 0.032527
+1 0.394375 0.494579 0.096250 0.036697
+1 0.380000 0.703086 0.107500 0.041701
+1 0.384062 0.592160 0.104375 0.041701
+0 0.751563 0.582152 0.038125 0.031693
+0 0.302187 0.718098 0.043125 0.031693
+0 0.324688 0.505421 0.038125 0.028357
+0 0.725938 0.486239 0.036875 0.028357
+0 0.334375 0.416597 0.035000 0.025855
+0 0.774687 0.688907 0.039375 0.036697
+1 0.399375 0.333194 0.090000 0.032527
+0 0.310000 0.603003 0.038750 0.031693
+0 0.697187 0.325271 0.033125 0.020017
+0 0.703125 0.401168 0.032500 0.025021
+0 0.336875 0.337364 0.035000 0.022519
+1 0.792500 0.481234 0.092500 0.033361
+1 0.820937 0.572560 0.100625 0.040867
+1 0.767188 0.397832 0.075000 0.023353
+1 0.757813 0.321518 0.073750 0.027523
--- a/src/server/main.py
+++ b/src/server/main.py
@ -0,0 +1,93 @@
+from flask import Flask, request, jsonify, send_from_directory
+from flask_cors import CORS
+import cv2
+import numpy as np
+from pyzbar.pyzbar import decode
+from ultralytics import YOLO
+import datetime
+from PIL import Image
+import os
+
+# Load model đã huấn luyện
+model = YOLO("train5/weights/best.pt")
+
+app = Flask(__name__)
+CORS(app)
+
+# Ensure the directory exists
+os.makedirs("label", exist_ok=True)
+os.makedirs("images", exist_ok=True)
+
+@app.route('/detect_image', methods=['POST'])
+def detect_image():
+    file = request.files.get('image')
+    if not file:
+        return jsonify({"error": "No file uploaded"}), 400
+
+    # Open the image using PIL
+    try:
+        image = Image.open(file)
+    except Exception as e:
+        return jsonify({"error": "Invalid image file", "details": str(e)}), 400
+
+    # Check image size
+    min_width, min_height = 500, 500
+    if image.width < min_width or image.height < min_height:
+        return jsonify({"error": f"Image is too small. Minimum size is {min_width}x{min_height} pixels."}), 400
+
+    # Reset file pointer before saving
+    file.seek(0)
+
+    basename = "detect_image"
+    suffix = datetime.datetime.now().strftime("%y%m%d_%H%M%S") 
+    image_name = "_".join([basename, suffix]) # e.g. 'detect_image_120508_171442'
+    image_path = os.path.join("images", image_name) + ".png"
+    file.save(image_path)
+    # Chạy mô hình để dự đoán
+    results = model(image_path, conf=0.6)  # Hạ conf xuống để giữ nhiều phát hiện hơn
+    points = []
+    # Xử lý kết quả dự đoán
+    for r in results:
+        for box in r.boxes:
+            x1, y1, x2, y2 = map(int, box.xyxy[0])  # Lấy tọa độ bbox
+            # print(x1, y1, x2, y2)
+            # print(model.names)
+            conf = float(box.conf[0])  # Độ tin cậy
+            cls = int(box.cls[0])  # Nhãn class ID
+            # label = f"{model.names[cls]} {conf:.2f}"  # Tạo nhãn hiển thị
+
+            points.append({'label': model.names[cls],'x1':x1, "y1":y1, "x2":x2, "y2":y2})
+    result = {
+        "image_name": image_name,
+        "image_path": image_path,
+        "labels": model.names,
+        "points": points
+    }
+    return jsonify(result)
+
+# Serve images from the "images" directory
+@app.route('/images/<filename>')
+def get_image(filename):
+    return send_from_directory("images", filename)
+
+@app.route('/save', methods=['POST'])
+def save_data():
+    # Get form data
+    arr_points = request.form.get("list")  # This will be a string
+    image_name = request.form.get("imageName")  # This will be a string
+
+    if not arr_points or not image_name:
+        return jsonify({"error": "Missing required fields"}), 400
+
+    # Define the file path
+    file_path = os.path.join("label", f"{image_name}.txt")
+    arr_points=arr_points.replace("\r\n", "\n")
+    # Save the data to a text file
+    with open(file_path, "w") as file:
+        file.write(arr_points)  # Write the points directly to the file
+
+
+    return jsonify({"success": True, "list": arr_points, "imageName": image_name})
+
+if __name__ == '__main__':
+    app.run(debug=True)
--- a/src/server/train5/F1_curve.png
+++ b/src/server/train5/F1_curve.png
--- a/src/server/train5/PR_curve.png
+++ b/src/server/train5/PR_curve.png
--- a/src/server/train5/P_curve.png
+++ b/src/server/train5/P_curve.png
--- a/src/server/train5/R_curve.png
+++ b/src/server/train5/R_curve.png
--- a/src/server/train5/args.yaml
+++ b/src/server/train5/args.yaml
@ -0,0 +1,106 @@
+task: detect
+mode: train
+model: yolov8s.pt
+data: dataset/data.yaml
+epochs: 160
+time: null
+patience: 100
+batch: 16
+imgsz: 640
+save: true
+save_period: -1
+cache: false
+device: 0
+workers: 8
+project: null
+name: train5
+exist_ok: false
+pretrained: true
+optimizer: auto
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+amp: true
+fraction: 1.0
+profile: false
+freeze: null
+multi_scale: false
+overlap_mask: true
+mask_ratio: 4
+dropout: 0.0
+val: true
+split: val
+save_json: false
+save_hybrid: false
+conf: null
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+source: null
+vid_stride: 1
+stream_buffer: false
+visualize: false
+augment: true
+agnostic_nms: false
+classes: null
+retina_masks: false
+embed: null
+show: false
+save_frames: false
+save_txt: false
+save_conf: false
+save_crop: false
+show_labels: true
+show_conf: true
+show_boxes: true
+line_width: null
+format: torchscript
+keras: false
+optimize: false
+int8: false
+dynamic: false
+simplify: true
+opset: null
+workspace: null
+nms: false
+lr0: 0.01
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.0005
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+dfl: 1.5
+pose: 12.0
+kobj: 1.0
+nbs: 64
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 0.0
+translate: 0.1
+scale: 0.5
+shear: 0.0
+perspective: 0.0
+flipud: 0.0
+fliplr: 0.5
+bgr: 0.0
+mosaic: 1.0
+mixup: 0.0
+copy_paste: 0.0
+copy_paste_mode: flip
+auto_augment: randaugment
+erasing: 0.4
+crop_fraction: 1.0
+cfg: null
+tracker: botsort.yaml
+save_dir: runs\detect\train5
--- a/src/server/train5/confusion_matrix.png
+++ b/src/server/train5/confusion_matrix.png
--- a/src/server/train5/confusion_matrix_normalized.png
+++ b/src/server/train5/confusion_matrix_normalized.png
--- a/src/server/train5/events.out.tfevents.1739846436.PhamKhang.8888.0
+++ b/src/server/train5/events.out.tfevents.1739846436.PhamKhang.8888.0
--- a/src/server/train5/labels.jpg
+++ b/src/server/train5/labels.jpg
--- a/src/server/train5/labels_correlogram.jpg
+++ b/src/server/train5/labels_correlogram.jpg
--- a/src/server/train5/results.csv
+++ b/src/server/train5/results.csv
@ -0,0 +1,161 @@
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--- a/src/server/train5/results.png
+++ b/src/server/train5/results.png
--- a/src/server/train5/train_batch0.jpg
+++ b/src/server/train5/train_batch0.jpg
--- a/src/server/train5/train_batch1.jpg
+++ b/src/server/train5/train_batch1.jpg
--- a/src/server/train5/train_batch1050.jpg
+++ b/src/server/train5/train_batch1050.jpg
--- a/src/server/train5/train_batch1051.jpg
+++ b/src/server/train5/train_batch1051.jpg
--- a/src/server/train5/train_batch1052.jpg
+++ b/src/server/train5/train_batch1052.jpg
--- a/src/server/train5/train_batch2.jpg
+++ b/src/server/train5/train_batch2.jpg
--- a/src/server/train5/val_batch0_labels.jpg
+++ b/src/server/train5/val_batch0_labels.jpg
--- a/src/server/train5/val_batch0_pred.jpg
+++ b/src/server/train5/val_batch0_pred.jpg
--- a/src/server/train5/weights/best.pt
+++ b/src/server/train5/weights/best.pt
--- a/src/server/train5/weights/last.pt
+++ b/src/server/train5/weights/last.pt
--- a/src/setupTests.js
+++ b/src/setupTests.js
@ -0,0 +1,5 @@
+// jest-dom adds custom jest matchers for asserting on DOM nodes.
+// allows you to do things like:
+// expect(element).toHaveTextContent(/react/i)
+// learn more: https://github.com/testing-library/jest-dom
+import '@testing-library/jest-dom';
				`@ -0,0 +1 @@`
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