Upload 21 files

frontend/.gitignore

@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?

frontend/README.md

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+# React + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Oxc](https://oxc.rs)
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/)
+
+## React Compiler
+
+The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend using TypeScript with type-aware lint rules enabled. Check out the [TS template](https://github.com/vitejs/vite/tree/main/packages/create-vite/template-react-ts) for information on how to integrate TypeScript and [`typescript-eslint`](https://typescript-eslint.io) in your project.

frontend/dist/assets/index-D2HbQOca.css

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+@import "https://fonts.googleapis.com/css2?family=Manrope:wght@400;600;700;800&family=Syne:wght@600;700&display=swap";:root{--body-font:"Manrope", "Segoe UI", sans-serif;--display-font:"Syne", "Trebuchet MS", sans-serif;--text-main:#0d2b2f;--text-muted:#4f6f73;--accent-2:#1a6870;--panel-bg:#ffffffbd;--panel-bg-alt:#f3faf8e0;--panel-border:#0d2b2f26;--dropzone-border:#14545c66;font-family:var(--body-font);font-synthesis:none;text-rendering:optimizelegibility;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;font-weight:400;line-height:1.45}*{box-sizing:border-box}body{min-height:100vh;color:var(--text-main);background:radial-gradient(circle at 84% 8%,#f3c96959,#0000 42%),radial-gradient(circle at 14% 30%,#5fb7c252,#0000 46%),linear-gradient(120deg,#d8ece8 0%,#eef6f3 52%,#dce9ed 100%);margin:0}#root{min-height:100vh}.app-shell{width:min(1100px,94vw);margin:0 auto;padding:40px 0 64px;animation:.5s riseIn}.hero{text-align:left;margin-bottom:28px}.eyebrow{text-transform:uppercase;letter-spacing:.14em;color:var(--accent-2);font-size:.76rem;font-weight:700}h1{font-family:var(--display-font);letter-spacing:-.03em;color:var(--text-main);margin:10px 0;font-size:clamp(1.95rem,5vw,3.55rem);line-height:1.04}.subtitle{max-width:70ch;color:var(--text-muted);line-height:1.6}.panel{border:1px solid var(--panel-border);background:linear-gradient(138deg, var(--panel-bg), var(--panel-bg-alt));-webkit-backdrop-filter:blur(8px);backdrop-filter:blur(8px);border-radius:24px;padding:22px;box-shadow:0 24px 60px -40px #0a272ba6}.dropzone{border:1.4px dashed var(--dropzone-border);text-align:center;background:#ffffff85;border-radius:18px;padding:28px 16px;transition:all .22s}.dropzone-active{border-color:var(--accent-2);transform:translateY(-1px);box-shadow:0 20px 36px -30px #14545cb3}.dropzone-title{color:var(--text-main);font-size:1.1rem;font-weight:700}.dropzone-subtitle{color:var(--text-muted);margin-top:4px;font-size:.95rem}#imagePicker{clip:rect(0, 0, 0, 0);border:0;width:1px;height:1px;margin:-1px;padding:0;position:absolute;overflow:hidden}.pick-btn{cursor:pointer;color:#f4fffd;background:linear-gradient(120deg,#14545c,#0a2f36);border-radius:999px;margin-top:16px;padding:10px 18px;font-weight:700;display:inline-block}.file-meta{color:var(--text-muted);margin-top:12px;font-size:.92rem}.actions{flex-wrap:wrap;gap:10px;margin-top:16px;display:flex}.enhance-btn,.reset-btn,.download-btn{font-family:var(--body-font);cursor:pointer;border:none;border-radius:12px;padding:11px 16px;font-size:.95rem;font-weight:700;transition:transform .2s,box-shadow .2s,opacity .2s}.enhance-btn{color:#f2fffc;background:linear-gradient(130deg,#1f7b85,#14545c);box-shadow:0 12px 30px -20px #0f4c53e6}.enhance-btn:disabled{opacity:.72;cursor:not-allowed}.reset-btn{color:var(--text-main);border:1px solid var(--panel-border);background:#ffffffb8}.download-btn{color:var(--text-main);background:#f3c969;text-decoration:none}.enhance-btn:hover,.reset-btn:hover,.download-btn:hover{transform:translateY(-1px)}.error-banner{color:#6e1f16;background:#ffe8e1;border:1px solid #f7c2b8;border-radius:12px;margin-top:12px;padding:10px 12px}.preview-grid{grid-template-columns:repeat(2,minmax(0,1fr));gap:14px;margin-top:18px;display:grid}.preview-card{border:1px solid var(--panel-border);background:#ffffffd1;border-radius:20px;min-height:310px;padding:14px}h2{color:var(--text-main);font-family:var(--display-font);margin:2px 0 10px;font-size:1.16rem}.placeholder{border-radius:12px;width:100%;height:260px}.preview-card img{display:block;max-width:100%;max-height:min(70vh,560px);width:auto;height:auto;margin:0 auto;object-fit:contain;image-rendering:auto;border-radius:12px;border:1px solid #0a2f3626;background:#f7fbfa}.placeholder{text-align:center;color:var(--text-muted);background:linear-gradient(120deg,#dde7e880,#f8fbfaf2);border:1px solid #0a2f3614;place-items:center;padding:20px;display:grid}@keyframes riseIn{0%{opacity:0;transform:translateY(10px)}to{opacity:1;transform:translateY(0)}}@media (width<=900px){.app-shell{padding-top:24px}.panel{padding:16px}.preview-grid{grid-template-columns:1fr}.preview-card{min-height:270px}.placeholder{height:220px}.preview-card img{max-height:420px}}

frontend/dist/index.html

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+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/favicon.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>frontend</title>
+    <script type="module" crossorigin src="/assets/index-DnpYzB-O.js"></script>
+    <link rel="stylesheet" crossorigin href="/assets/index-D2HbQOca.css">
+  </head>
+  <body>
+    <div id="root"></div>
+  </body>
+</html>

frontend/eslint.config.js

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+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{js,jsx}'],
+    extends: [
+      js.configs.recommended,
+      reactHooks.configs.flat.recommended,
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      ecmaVersion: 2020,
+      globals: globals.browser,
+      parserOptions: {
+        ecmaVersion: 'latest',
+        ecmaFeatures: { jsx: true },
+        sourceType: 'module',
+      },
+    },
+    rules: {
+      'no-unused-vars': ['error', { varsIgnorePattern: '^[A-Z_]' }],
+    },
+  },
+])

frontend/index.html

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+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/favicon.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>frontend</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.jsx"></script>
+  </body>
+</html>

frontend/package-lock.json

@@ -0,0 +1,2617 @@
+{
+  "name": "frontend",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "frontend",
+      "version": "0.0.0",
+      "dependencies": {
+        "react": "^19.2.5",
+        "react-dom": "^19.2.5"
+      },
+      "devDependencies": {
+        "@eslint/js": "^9.39.4",
+        "@types/react": "^19.2.14",
+        "@types/react-dom": "^19.2.3",
+        "@vitejs/plugin-react": "^6.0.1",
+        "eslint": "^9.39.4",
+        "eslint-plugin-react-hooks": "^7.1.1",
+        "eslint-plugin-react-refresh": "^0.5.2",
+        "globals": "^17.5.0",
+        "vite": "^8.0.9"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.0.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-validator-identifier": "^7.28.5",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      },
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+        "json5": "^2.2.3",
+        "semver": "^6.3.1"
+      },
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frontend/package.json

@@ -0,0 +1,27 @@
+{
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+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
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+    "react-dom": "^19.2.5"
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+    "@types/react": "^19.2.14",
+    "@types/react-dom": "^19.2.3",
+    "@vitejs/plugin-react": "^6.0.1",
+    "eslint": "^9.39.4",
+    "eslint-plugin-react-hooks": "^7.1.1",
+    "eslint-plugin-react-refresh": "^0.5.2",
+    "globals": "^17.5.0",
+    "vite": "^8.0.9"
+  }
+}

frontend/src/App.css

@@ -0,0 +1,1206 @@
+@import url("https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&family=Plus+Jakarta+Sans:wght@600;700;800&display=swap");
+
+/* ==================== LAYOUT & STRUCTURE ==================== */
+
+.app-container {
+  display: flex;
+  flex-direction: column;
+  min-height: 100vh;
+  background: var(--bg-gradient);
+  color: var(--text-primary);
+  font-family: var(--body-font);
+  overflow-x: hidden;
+}
+
+.app-header {
+  padding: 32px 20px;
+  background: linear-gradient(135deg, rgba(59, 130, 246, 0.1), rgba(139, 92, 246, 0.1));
+  border-bottom: 1px solid var(--border-light);
+  position: relative;
+  animation: slideDown 600ms ease-out;
+}
+
+.header-content {
+  max-width: 1200px;
+  margin: 0 auto;
+}
+
+.logo-section {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  margin-bottom: 8px;
+}
+
+.logo-icon {
+  font-size: 28px;
+  animation: float 3s ease-in-out infinite;
+}
+
+.app-title {
+  font-size: 24px;
+  font-weight: 700;
+  margin: 0;
+  background: linear-gradient(135deg, #3b82f6, #8b5cf6);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  background-clip: text;
+}
+
+.brand-image {
+  width: 64px;
+  height: 28px;
+  border-radius: 8px;
+  background:
+    linear-gradient(90deg, rgba(17, 24, 39, 0.75) 0 50%, rgba(59, 130, 246, 0.35) 50% 100%);
+  border: 1px solid rgba(59, 130, 246, 0.35);
+  box-shadow: 0 6px 18px rgba(15, 23, 42, 0.25);
+  position: relative;
+  overflow: hidden;
+}
+
+.brand-image::after {
+  content: "";
+  position: absolute;
+  top: 0;
+  bottom: 0;
+  left: 50%;
+  width: 2px;
+  background: rgba(255, 255, 255, 0.65);
+  transform: translateX(-1px);
+}
+
+.app-tagline {
+  margin: 0;
+  color: var(--text-secondary);
+  font-size: 14px;
+  font-weight: 500;
+}
+
+.app-shell {
+  flex: 1;
+  max-width: 1100px;
+  width: 100%;
+  margin: 0 auto;
+  padding: 48px 24px;
+  display: flex;
+  flex-direction: column;
+  gap: 40px;
+}
+
+/* ==================== HERO SECTION ==================== */
+
+.hero-section {
+  text-align: center;
+  animation: slideUp 600ms ease-out;
+}
+
+.hero-content {
+  max-width: 700px;
+  margin: 0 auto;
+}
+
+.eyebrow {
+  text-transform: uppercase;
+  letter-spacing: 0.12em;
+  font-size: 12px;
+  font-weight: 700;
+  color: #3b82f6;
+  margin: 0 0 12px;
+  animation: slideUp 600ms ease-out backwards;
+  animation-delay: 50ms;
+}
+
+.hero-title {
+  font-size: clamp(28px, 6vw, 48px);
+  font-weight: 800;
+  letter-spacing: -0.02em;
+  line-height: 1.1;
+  margin: 0 0 16px;
+  background: linear-gradient(135deg, #1e293b, #3b82f6);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  background-clip: text;
+  animation: slideUp 600ms ease-out 100ms both;
+}
+
+.hero-description {
+  font-size: 16px;
+  line-height: 1.6;
+  color: var(--text-secondary);
+  margin: 0 0 24px;
+  animation: slideUp 600ms ease-out 200ms both;
+}
+
+.feature-pills {
+  display: flex;
+  gap: 12px;
+  justify-content: center;
+  flex-wrap: wrap;
+  margin-top: 28px;
+}
+
+/* ==================== LOSSES SECTION ==================== */
+
+.losses-section {
+  background: rgba(15, 23, 42, 0.85);
+  border: 1px solid rgba(148, 163, 184, 0.2);
+  border-radius: 18px;
+  padding: 22px;
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+  animation: slideUp 600ms ease-out 120ms both;
+}
+
+.losses-header h3 {
+  margin: 0;
+  font-size: 18px;
+  font-weight: 700;
+  color: #f8fafc;
+}
+
+.losses-subtitle {
+  margin: 6px 0 0;
+  font-size: 13px;
+  color: rgba(226, 232, 240, 0.75);
+}
+
+.loss-grid {
+  display: grid;
+  grid-template-columns: repeat(2, minmax(0, 1fr));
+  gap: 16px;
+}
+
+.loss-card {
+  padding: 16px;
+  border-radius: 12px;
+  background: rgba(15, 23, 42, 0.85);
+  border: 1px solid rgba(148, 163, 184, 0.25);
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  box-shadow: 0 12px 30px -24px rgba(15, 23, 42, 0.75);
+}
+
+.loss-name {
+  font-size: 12px;
+  font-weight: 700;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+  color: #7dd3fc;
+}
+
+.loss-value {
+  font-size: 15px;
+  font-weight: 700;
+  color: #f8fafc;
+}
+
+.loss-desc {
+  margin: 0;
+  font-size: 12px;
+  color: rgba(226, 232, 240, 0.8);
+  line-height: 1.5;
+}
+
+.pill {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  padding: 8px 16px;
+  background: rgba(59, 130, 246, 0.1);
+  border: 1px solid var(--border-light);
+  border-radius: 20px;
+  font-size: 13px;
+  font-weight: 500;
+  color: #3b82f6;
+  transition: all 250ms cubic-bezier(0.4, 0, 0.2, 1);
+  animation: slideUp 600ms ease-out backwards;
+}
+
+.pill:nth-child(1) { animation-delay: 300ms; }
+.pill:nth-child(2) { animation-delay: 350ms; }
+.pill:nth-child(3) { animation-delay: 400ms; }
+
+.pill:hover {
+  background: rgba(59, 130, 246, 0.15);
+  border-color: #3b82f6;
+  transform: translateY(-2px);
+  box-shadow: 0 4px 12px rgba(59, 130, 246, 0.2);
+}
+
+/* ==================== MAIN LAYOUT ==================== */
+
+.main-layout {
+  display: grid;
+  grid-template-columns: 1fr;
+  gap: 24px;
+  align-items: start;
+  animation: slideUp 600ms ease-out 100ms both;
+}
+
+/* Upload Bar */
+
+.upload-bar {
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+  width: 100%;
+}
+
+.upload-bar.has-results {
+  grid-column: 1;
+  grid-row: 1;
+}
+
+.sidebar-header {
+  padding: 12px 0;
+  border-bottom: 1px solid var(--border-light);
+}
+
+.sidebar-header h3 {
+  font-size: 14px;
+  font-weight: 700;
+  text-transform: uppercase;
+  letter-spacing: 0.08em;
+  color: #3b82f6;
+  margin: 0;
+}
+
+/* Compact Dropzone */
+
+.compact-dropzone {
+  padding: 18px 22px !important;
+  border-radius: 14px !important;
+  max-width: 100% !important;
+  animation: slideUp 600ms ease-out 150ms both;
+}
+
+.compact-dropzone.has-file {
+  padding: 18px 22px !important;
+}
+
+.compact-upload-content {
+  display: flex;
+  flex-direction: row;
+  justify-content: space-between;
+  align-items: center;
+  align-items: center;
+  gap: 12px;
+  padding: 0;
+}
+
+.compact-upload-icon {
+  font-size: 32px;
+  animation: bounce 2s ease-in-out infinite;
+}
+
+.compact-upload-text {
+  font-size: 13px;
+  font-weight: 600;
+  color: var(--text-primary);
+  margin: 0;
+  text-align: left;
+}
+
+/* Compact Preview */
+
+.compact-preview {
+  display: flex;
+  flex-direction: row;
+  gap: 14px;
+  padding: 0 !important;
+  align-items: center;
+  justify-content: space-between;
+}
+
+.compact-preview-image {
+  width: 180px;
+  height: 120px;
+  border-radius: 10px;
+  object-fit: cover;
+  animation: slideUp 400ms ease-out;
+}
+
+.file-meta {
+  text-align: left;
+  width: auto;
+  flex: 1;
+}
+
+.file-name-compact {
+  font-size: 11px;
+  font-weight: 600;
+  color: var(--text-primary);
+  margin: 0;
+  word-break: break-all;
+}
+
+.file-size-compact {
+  font-size: 10px;
+  color: var(--text-secondary);
+  margin: 2px 0 0;
+}
+
+/* Compact Buttons */
+
+.compact-button {
+  padding: 8px 14px !important;
+  font-size: 12px !important;
+  border-radius: 8px !important;
+}
+
+.compact-enhance-button {
+  width: 100%;
+  padding: 10px 16px !important;
+  font-size: 13px !important;
+  animation: slideUp 600ms ease-out 200ms both;
+}
+
+.compact-reset-button {
+  width: 100%;
+  padding: 8px 12px !important;
+  font-size: 12px !important;
+}
+
+.compact-alert {
+  font-size: 12px !important;
+  padding: 10px 12px !important;
+  max-width: 100% !important;
+  margin: 0 !important;
+}
+
+/* Results Main */
+
+.results-main {
+  display: flex;
+  flex-direction: column;
+  gap: 20px;
+  width: 100%;
+}
+
+.results-main .section-title {
+  margin: 0 0 8px;
+  animation: slideUp 600ms ease-out 50ms both;
+}
+
+.dropzone::before {
+  content: "";
+  position: absolute;
+  inset: 0;
+  background: radial-gradient(circle at 30% 20%, rgba(59, 130, 246, 0.05), transparent 50%);
+  pointer-events: none;
+}
+
+.dropzone::after {
+  content: "";
+  position: absolute;
+  inset: 0;
+  background: linear-gradient(135deg, transparent, rgba(255, 255, 255, 0.4), transparent);
+  opacity: 0;
+  transition: opacity 300ms ease;
+  pointer-events: none;
+}
+
+.dropzone:hover::after {
+  opacity: 1;
+}
+
+.dropzone.dropzone-active {
+  border-color: #3b82f6;
+  background: linear-gradient(135deg, rgba(59, 130, 246, 0.1), rgba(139, 92, 246, 0.06));
+  transform: translateY(-4px);
+  box-shadow: 0 20px 60px rgba(59, 130, 246, 0.18);
+}
+
+.dropzone.has-file {
+  border-color: var(--border-light);
+  background: linear-gradient(135deg, rgba(16, 185, 129, 0.05), rgba(34, 197, 94, 0.05));
+}
+
+#imagePicker {
+  display: none;
+}
+
+.upload-button,
+.change-button {
+  display: inline-block;
+  padding: 12px 28px;
+  background: linear-gradient(135deg, #3b82f6, #2563eb);
+  color: white;
+  border: none;
+  border-radius: 10px;
+  font-size: 14px;
+  font-weight: 600;
+  cursor: pointer;
+  transition: all 250ms cubic-bezier(0.4, 0, 0.2, 1);
+  box-shadow: 0 4px 15px rgba(59, 130, 246, 0.35);
+  position: relative;
+  overflow: hidden;
+}
+
+.upload-button::before,
+.change-button::before {
+  content: '';
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 0;
+  height: 0;
+  background: rgba(255, 255, 255, 0.2);
+  border-radius: 50%;
+  transform: translate(-50%, -50%);
+  transition: width 400ms, height 400ms;
+}
+
+.upload-button:hover::before,
+.change-button:hover::before {
+  width: 300px;
+  height: 300px;
+}
+
+.upload-button:hover,
+.change-button:hover {
+  transform: translateY(-3px);
+  box-shadow: 0 8px 25px rgba(59, 130, 246, 0.45);
+}
+
+.upload-button:active,
+.change-button:active {
+  transform: translateY(-1px);
+  box-shadow: 0 5px 15px rgba(59, 130, 246, 0.3);
+}
+
+.upload-button:focus-visible,
+.change-button:focus-visible {
+  outline: 2px solid #3b82f6;
+  outline-offset: 2px;
+}
+
+/* Base Dropzone Styling */
+
+.dropzone {
+  border: 2px dashed var(--border-medium);
+  border-radius: 16px;
+  padding: 48px 32px;
+  text-align: center;
+  background: linear-gradient(135deg, rgba(248, 250, 252, 0.9), rgba(241, 245, 249, 0.7));
+  backdrop-filter: blur(10px);
+  transition: all 300ms cubic-bezier(0.23, 1, 0.320, 1);
+  cursor: pointer;
+  position: relative;
+  overflow: hidden;
+}
+
+/* File Preview */
+
+.file-preview {
+  position: relative;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 16px;
+  animation: slideUp 300ms ease-out;
+}
+
+.preview-image {
+  max-width: 100%;
+  max-height: 300px;
+  border-radius: 12px;
+  object-fit: cover;
+  box-shadow: 0 10px 40px rgba(0, 0, 0, 0.1);
+  animation: slideUp 500ms ease-out;
+  transition: transform 250ms ease;
+}
+
+.preview-image:hover {
+  transform: scale(1.02);
+}
+
+.file-info {
+  text-align: center;
+}
+
+.file-name {
+  font-size: 14px;
+  font-weight: 600;
+  color: var(--text-primary);
+  margin: 0;
+  word-break: break-all;
+}
+
+.file-size {
+  font-size: 12px;
+  color: var(--text-secondary);
+  margin: 4px 0 0;
+}
+
+/* ==================== ACTION SECTION ==================== */
+
+.action-section {
+  display: flex;
+  justify-content: center;
+  gap: 12px;
+  margin-top: 24px;
+  animation: slideUp 600ms ease-out 200ms both;
+}
+
+.enhance-button {
+  display: inline-flex;
+  align-items: center;
+  gap: 8px;
+  padding: 14px 36px;
+  background: linear-gradient(135deg, #3b82f6, #2563eb);
+  color: white;
+  border: none;
+  border-radius: 10px;
+  font-size: 15px;
+  font-weight: 600;
+  cursor: pointer;
+  transition: all 250ms cubic-bezier(0.4, 0, 0.2, 1);
+  box-shadow: 0 8px 25px rgba(59, 130, 246, 0.35);
+  position: relative;
+  overflow: hidden;
+}
+
+.enhance-button::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: -100%;
+  width: 100%;
+  height: 100%;
+  background: linear-gradient(90deg, transparent, rgba(255, 255, 255, 0.2), transparent);
+  transition: left 500ms ease;
+}
+
+.enhance-button:hover:not(:disabled)::before {
+  left: 100%;
+}
+
+.enhance-button:hover:not(:disabled) {
+  transform: translateY(-4px);
+  box-shadow: 0 12px 35px rgba(59, 130, 246, 0.45);
+}
+
+.enhance-button:active:not(:disabled) {
+  transform: translateY(-2px);
+  box-shadow: 0 6px 20px rgba(59, 130, 246, 0.3);
+}
+
+.enhance-button:focus-visible {
+  outline: 2px solid #3b82f6;
+  outline-offset: 2px;
+}
+
+.enhance-button:disabled {
+  opacity: 0.85;
+  cursor: not-allowed;
+}
+
+.enhance-button.processing {
+  background: linear-gradient(135deg, #2563eb, #1d4ed8);
+}
+
+.spinner {
+  display: inline-block;
+  width: 16px;
+  height: 16px;
+  border: 2.5px solid rgba(255, 255, 255, 0.25);
+  border-top-color: white;
+  border-radius: 50%;
+  animation: spin 0.8s linear infinite;
+  margin-right: 2px;
+}
+
+/* ==================== ALERTS ==================== */
+
+.alert {
+  max-width: 600px;
+  margin: 0 auto;
+  padding: 14px 16px;
+  border-radius: 10px;
+  font-size: 14px;
+  animation: slideDown 300ms ease-out;
+  border-left: 4px solid transparent;
+  backdrop-filter: blur(8px);
+}
+
+.alert-error {
+  background: linear-gradient(135deg, rgba(239, 68, 68, 0.12), rgba(220, 38, 38, 0.08));
+  border: 1px solid rgba(239, 68, 68, 0.35);
+  border-left-color: #ef4444;
+  color: #b91c1c;
+}
+
+.alert-success {
+  background: linear-gradient(135deg, rgba(16, 185, 129, 0.12), rgba(34, 197, 94, 0.08));
+  border: 1px solid rgba(16, 185, 129, 0.35);
+  border-left-color: #10b981;
+  color: #065f46;
+}
+
+/* ==================== COMPARISON SECTION ==================== */
+
+.comparison-section {
+  animation: slideUp 500ms ease-out;
+}
+
+.section-title {
+  font-size: 24px;
+  font-weight: 700;
+  margin: 0 0 8px;
+  color: var(--text-primary);
+  animation: slideUp 500ms ease-out 50ms both;
+}
+
+.section-subtitle {
+  font-size: 14px;
+  color: var(--text-secondary);
+  margin: 0 0 24px;
+  animation: slideUp 500ms ease-out 100ms both;
+}
+
+/* Comparison Images */
+
+.comparison-images {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 20px;
+  max-width: 1700px;
+  width: 100%;
+  margin: 0 auto;
+  animation: slideUp 600ms ease-out 150ms both;
+}
+
+.comparison-item {
+  position: relative;
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+}
+
+.comparison-label {
+  font-size: 13px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.08em;
+  color: #3b82f6;
+  padding: 8px 12px;
+  background: rgba(59, 130, 246, 0.1);
+  border-radius: 6px;
+  text-align: center;
+}
+
+.comparison-image {
+  width: 100%;
+  height: clamp(300px, 34vw, 520px);
+  border-radius: 12px;
+  object-fit: cover;
+  box-shadow: 0 20px 60px rgba(0, 0, 0, 0.15);
+  transition: all 250ms cubic-bezier(0.4, 0, 0.2, 1);
+  animation: slideUp 600ms ease-out 150ms both;
+}
+
+.comparison-image:hover {
+  transform: scale(1.02);
+  box-shadow: 0 25px 70px rgba(0, 0, 0, 0.2);
+}
+
+/* Result Actions */
+
+.result-actions {
+  display: flex;
+  gap: 12px;
+  justify-content: center;
+  margin-top: 28px;
+  animation: slideUp 600ms ease-out 250ms both;
+}
+
+.download-button,
+.reset-button {
+  padding: 12px 28px;
+  border: none;
+  border-radius: 10px;
+  font-size: 14px;
+  font-weight: 600;
+  cursor: pointer;
+  transition: all 250ms cubic-bezier(0.4, 0, 0.2, 1);
+  position: relative;
+  overflow: hidden;
+}
+
+.download-button {
+  background: linear-gradient(135deg, #10b981, #059669);
+  color: white;
+  box-shadow: 0 4px 15px rgba(16, 185, 129, 0.35);
+}
+
+.download-button::before {
+  content: '';
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 0;
+  height: 0;
+  background: rgba(255, 255, 255, 0.2);
+  border-radius: 50%;
+  transform: translate(-50%, -50%);
+  transition: width 400ms, height 400ms;
+}
+
+.download-button:hover {
+  transform: translateY(-3px);
+  box-shadow: 0 8px 25px rgba(16, 185, 129, 0.45);
+}
+
+.download-button:hover::before {
+  width: 300px;
+  height: 300px;
+}
+
+.download-button:active {
+  transform: translateY(-1px);
+}
+
+.download-button:focus-visible {
+  outline: 2px solid #10b981;
+  outline-offset: 2px;
+}
+
+.reset-button {
+  background: var(--bg-secondary);
+  color: var(--text-primary);
+  border: 1.5px solid var(--border-medium);
+  box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
+}
+
+.reset-button:hover {
+  background: var(--bg-tertiary);
+  border-color: var(--border-dark);
+  box-shadow: 0 4px 15px rgba(0, 0, 0, 0.1);
+}
+
+.reset-button:active {
+  transform: translateY(-1px);
+}
+
+.reset-button:focus-visible {
+  outline: 2px solid #3b82f6;
+  outline-offset: 2px;
+}
+
+/* ==================== EMPTY STATE ==================== */
+
+.empty-state {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  gap: 16px;
+  padding: 60px 20px;
+  color: var(--text-secondary);
+  animation: fadeIn 500ms ease-out 300ms both;
+}
+
+.empty-icon {
+  font-size: 64px;
+  opacity: 0.5;
+  animation: float 3s ease-in-out infinite;
+}
+
+.empty-state p {
+  margin: 0;
+  font-size: 16px;
+  font-weight: 500;
+}
+
+/* ==================== FOOTER ==================== */
+
+.app-footer {
+  padding: 24px 20px;
+  text-align: center;
+  background: linear-gradient(135deg, rgba(59, 130, 246, 0.05), rgba(139, 92, 246, 0.05));
+  border-top: 1px solid var(--border-light);
+  color: var(--text-secondary);
+  font-size: 13px;
+  margin-top: auto;
+  animation: slideUp 600ms ease-out 400ms both;
+}
+
+/* ==================== ANIMATIONS ==================== */
+
+@keyframes slideUp {
+  from {
+    opacity: 0;
+    transform: translateY(20px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@keyframes slideDown {
+  from {
+    opacity: 0;
+    transform: translateY(-10px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@keyframes fadeIn {
+  from {
+    opacity: 0;
+  }
+  to {
+    opacity: 1;
+  }
+}
+
+@keyframes float {
+  0%,
+  100% {
+    transform: translateY(0);
+  }
+  50% {
+    transform: translateY(-8px);
+  }
+}
+
+@keyframes bounce {
+  0%,
+  100% {
+    transform: scale(1);
+  }
+  50% {
+    transform: scale(1.05);
+  }
+}
+
+@keyframes spin {
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+@keyframes shimmer {
+  0% {
+    background-position: -1000px 0;
+  }
+  100% {
+    background-position: 1000px 0;
+  }
+}
+
+@keyframes pulse-glow {
+  0%,
+  100% {
+    box-shadow: 0 0 0 0 rgba(59, 130, 246, 0.5);
+  }
+  50% {
+    box-shadow: 0 0 0 10px rgba(59, 130, 246, 0);
+  }
+}
+
+/* ==================== RESPONSIVE ==================== */
+
+@media (max-width: 1024px) {
+  .main-layout {
+    grid-template-columns: 1fr;
+    gap: 24px;
+  }
+
+  .upload-bar {
+    position: static;
+  }
+
+  .comparison-images {
+    grid-template-columns: 1fr 1fr;
+  }
+
+  .comparison-image {
+    height: clamp(260px, 34vw, 420px);
+  }
+}
+
+@media (max-width: 768px) {
+  .app-shell {
+    padding: 32px 16px;
+    gap: 32px;
+  }
+
+  .app-header {
+    padding: 24px 16px;
+  }
+
+  .main-layout {
+    grid-template-columns: 1fr;
+    gap: 20px;
+  }
+
+  .upload-bar {
+    order: 2;
+  }
+
+  .results-main {
+    order: 1;
+  }
+
+  .dropzone {
+    padding: 36px 20px;
+    border-radius: 16px;
+  }
+
+  .hero-title {
+    font-size: clamp(24px, 5vw, 36px);
+  }
+
+  .preview-image {
+    max-height: 200px;
+  }
+
+  .comparison-images {
+    grid-template-columns: 1fr;
+    gap: 16px;
+  }
+
+  .comparison-image {
+    height: 240px;
+  }
+
+  .feature-pills {
+    gap: 8px;
+  }
+
+  .pill {
+    font-size: 12px;
+    padding: 6px 12px;
+  }
+
+  .result-actions {
+    flex-direction: column;
+    width: 100%;
+  }
+
+  .download-button,
+  .reset-button {
+    width: 100%;
+  }
+
+  .loss-grid {
+    grid-template-columns: 1fr;
+  }
+}
+
+@media (max-width: 480px) {
+  .app-shell {
+    padding: 24px 12px;
+    gap: 24px;
+  }
+
+  .dropzone {
+    padding: 28px 16px;
+    border-radius: 12px;
+  }
+
+  .dropzone-title {
+    font-size: 16px;
+  }
+
+  .upload-icon {
+    font-size: 36px;
+  }
+
+  .hero-title {
+    font-size: 24px;
+  }
+
+  .feature-pills {
+    gap: 6px;
+  }
+
+  .pill {
+    font-size: 11px;
+  }
+
+  .comparison-images {
+    grid-template-columns: 1fr;
+    gap: 12px;
+  }
+
+  .comparison-image {
+    aspect-ratio: 4/3;
+  }
+
+  .comparison-label {
+    font-size: 11px;
+  }
+
+  .logo-section {
+    gap: 8px;
+  }
+
+  .app-title {
+    font-size: 20px;
+  }
+
+  .main-layout {
+    grid-template-columns: 1fr;
+  }
+
+  .compact-button {
+    padding: 6px 10px !important;
+  }
+}
+
+.actions {
+  margin-top: 16px;
+  display: flex;
+  flex-wrap: wrap;
+  gap: 10px;
+}
+
+.enhance-btn,
+.reset-btn,
+.download-btn {
+  border: none;
+  border-radius: 12px;
+  padding: 11px 16px;
+  font-family: var(--body-font);
+  font-weight: 700;
+  font-size: 0.95rem;
+  cursor: pointer;
+  transition: transform 200ms ease, box-shadow 200ms ease, opacity 200ms ease;
+}
+
+.enhance-btn {
+  color: #f2fffc;
+  background: linear-gradient(130deg, #1f7b85, #14545c);
+  box-shadow: 0 12px 30px -20px rgba(15, 76, 83, 0.9);
+}
+
+.enhance-btn:disabled {
+  opacity: 0.72;
+  cursor: not-allowed;
+}
+
+.reset-btn {
+  color: var(--text-main);
+  background: rgba(255, 255, 255, 0.72);
+  border: 1px solid var(--panel-border);
+}
+
+.download-btn {
+  text-decoration: none;
+  color: var(--text-main);
+  background: #f3c969;
+}
+
+.enhance-btn:hover,
+.reset-btn:hover,
+.download-btn:hover {
+  transform: translateY(-1px);
+}
+
+.error-banner {
+  margin-top: 12px;
+  border-radius: 12px;
+  padding: 10px 12px;
+  color: #6e1f16;
+  background: #ffe8e1;
+  border: 1px solid #f7c2b8;
+}
+
+.preview-grid {
+  margin-top: 18px;
+  display: grid;
+  grid-template-columns: repeat(2, minmax(0, 1fr));
+  gap: 14px;
+}
+
+.preview-card {
+  border: 1px solid var(--panel-border);
+  border-radius: 20px;
+  padding: 14px;
+  background: rgba(255, 255, 255, 0.82);
+  min-height: 310px;
+}
+
+h2 {
+  margin: 2px 0 10px;
+  color: var(--text-main);
+  font-family: var(--display-font);
+  font-size: 1.16rem;
+}
+
+.placeholder {
+  width: 100%;
+  height: 260px;
+  border-radius: 12px;
+}
+
+.preview-card img {
+  display: block;
+  max-width: 100%;
+  max-height: min(70vh, 560px);
+  width: auto;
+  height: auto;
+  margin: 0 auto;
+  object-fit: contain;
+  image-rendering: auto;
+  border-radius: 12px;
+  border: 1px solid rgba(10, 47, 54, 0.15);
+  background: #f7fbfa;
+}
+
+.placeholder {
+  display: grid;
+  place-items: center;
+  text-align: center;
+  color: var(--text-muted);
+  padding: 20px;
+  background: linear-gradient(120deg, rgba(221, 231, 232, 0.5), rgba(248, 251, 250, 0.95));
+  border: 1px solid rgba(10, 47, 54, 0.08);
+}
+
+@keyframes riseIn {
+  from {
+    opacity: 0;
+    transform: translateY(10px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@media (max-width: 900px) {
+  .app-shell {
+    padding-top: 24px;
+  }
+
+  .panel {
+    padding: 16px;
+  }
+
+  .preview-grid {
+    grid-template-columns: 1fr;
+  }
+
+  .preview-card {
+    min-height: 270px;
+  }
+
+  .placeholder {
+    height: 220px;
+  }
+
+  .preview-card img {
+    max-height: 420px;
+  }
+}

frontend/src/App.jsx

@@ -0,0 +1,361 @@
+import { useEffect, useMemo, useState } from "react";
+import "./App.css";
+
+const API_URL = "http://127.0.0.1:5000/enhance";
+const ACCEPTED_TYPES = ["image/png", "image/jpeg", "image/jpg", "image/webp"];
+
+function App() {
+  const [selectedFile, setSelectedFile] = useState(null);
+  const [inputPreviewUrl, setInputPreviewUrl] = useState("");
+  const [outputPreviewUrl, setOutputPreviewUrl] = useState("");
+  const [isEnhancing, setIsEnhancing] = useState(false);
+  const [errorMessage, setErrorMessage] = useState("");
+  const [isDragging, setIsDragging] = useState(false);
+  const [successMessage, setSuccessMessage] = useState("");
+
+  const fileSizeInMb = useMemo(() => {
+    if (!selectedFile) return "";
+    return `${(selectedFile.size / (1024 * 1024)).toFixed(2)} MB`;
+  }, [selectedFile]);
+
+  useEffect(() => {
+    return () => {
+      if (inputPreviewUrl) URL.revokeObjectURL(inputPreviewUrl);
+      if (outputPreviewUrl) URL.revokeObjectURL(outputPreviewUrl);
+    };
+  }, [inputPreviewUrl, outputPreviewUrl]);
+
+  const clearResult = () => {
+    if (outputPreviewUrl) {
+      URL.revokeObjectURL(outputPreviewUrl);
+    }
+    setOutputPreviewUrl("");
+  };
+
+  const resetAll = () => {
+    if (inputPreviewUrl) URL.revokeObjectURL(inputPreviewUrl);
+    if (outputPreviewUrl) URL.revokeObjectURL(outputPreviewUrl);
+
+    setSelectedFile(null);
+    setInputPreviewUrl("");
+    setOutputPreviewUrl("");
+    setErrorMessage("");
+    setSuccessMessage("");
+    setIsDragging(false);
+  };
+
+  const validateAndSetFile = (file) => {
+    if (!file) return;
+
+    if (!ACCEPTED_TYPES.includes(file.type)) {
+      setErrorMessage("Please upload PNG, JPG, JPEG, or WEBP formats only.");
+      setSuccessMessage("");
+      return;
+    }
+
+    if (file.size > 50 * 1024 * 1024) {
+      setErrorMessage("Image must be smaller than 50 MB.");
+      setSuccessMessage("");
+      return;
+    }
+
+    if (inputPreviewUrl) URL.revokeObjectURL(inputPreviewUrl);
+
+    const newInputUrl = URL.createObjectURL(file);
+    setSelectedFile(file);
+    setInputPreviewUrl(newInputUrl);
+    setErrorMessage("");
+    setSuccessMessage("");
+    clearResult();
+  };
+
+  const handleFileChange = (event) => {
+    const file = event.target.files?.[0];
+    validateAndSetFile(file);
+  };
+
+  const handleDrop = (event) => {
+    event.preventDefault();
+    setIsDragging(false);
+    const file = event.dataTransfer.files?.[0];
+    validateAndSetFile(file);
+  };
+
+  const downloadEnhanced = () => {
+    const a = document.createElement("a");
+    a.href = outputPreviewUrl;
+    a.download = "enhanced-image.png";
+    document.body.appendChild(a);
+    a.click();
+    document.body.removeChild(a);
+  };
+
+  const enhanceImage = async () => {
+    if (!selectedFile) {
+      setErrorMessage("Please select an image first.");
+      return;
+    }
+
+    setIsEnhancing(true);
+    setErrorMessage("");
+    setSuccessMessage("");
+
+    const formData = new FormData();
+    formData.append("image", selectedFile);
+
+    try {
+      const response = await fetch(API_URL, {
+        method: "POST",
+        body: formData,
+      });
+
+      if (!response.ok) {
+        let serverMessage = "Enhancement failed. Please try again.";
+        try {
+          const errorBody = await response.json();
+          serverMessage = errorBody.error || serverMessage;
+        } catch {
+          serverMessage = `Enhancement failed with status ${response.status}.`;
+        }
+        throw new Error(serverMessage);
+      }
+
+      const blob = await response.blob();
+      const outputUrl = URL.createObjectURL(blob);
+
+      if (outputPreviewUrl) URL.revokeObjectURL(outputPreviewUrl);
+      setOutputPreviewUrl(outputUrl);
+      setSuccessMessage("✓ Enhancement complete! Compare the images below.");
+    } catch (error) {
+      setErrorMessage(error.message || "An unexpected error occurred.");
+      setSuccessMessage("");
+    } finally {
+      setIsEnhancing(false);
+    }
+  };
+
+  return (
+    <main className="app-container">
+      {/* Header */}
+      <header className="app-header">
+        <div className="header-content">
+          <div className="logo-section">
+            <div className="logo-icon">✨</div>
+            <h1 className="app-title">LumiGAN</h1>
+            <div className="brand-image" aria-hidden="true"></div>
+          </div>
+          <p className="app-tagline">Professional Low-Light Image Enhancement</p>
+        </div>
+      </header>
+
+      {/* Main Content */}
+      <section className="app-shell">
+        {/* Hero Section */}
+        <div className="hero-section">
+          <div className="hero-content">
+            <p className="eyebrow">POWERED BY GENERATIVE AI</p>
+            <h2 className="hero-title">Brighten Your Darkness</h2>
+            <p className="hero-description">
+              Transform underexposed photos into stunning, well-lit images using advanced
+              neural networks. Perfect for night photography, dimly lit interiors, and more.
+            </p>
+            <div className="feature-pills">
+              <span className="pill">🚀 Real-Time Processing</span>
+              <span className="pill">🎨 Neural Enhancement</span>
+              <span className="pill">📊 Before/After Comparison</span>
+            </div>
+          </div>
+        </div>
+
+        {/* Main Layout: Upload + Results */}
+        <div className="main-layout">
+          {/* Upload Bar */}
+          <div className={`upload-bar ${outputPreviewUrl ? "has-results" : ""}`}>
+            <div className="sidebar-header">
+              <h3>Upload Image</h3>
+            </div>
+
+            <div
+              className={`dropzone compact-dropzone ${isDragging ? "dropzone-active" : ""} ${inputPreviewUrl ? "has-file" : ""}`}
+              onDragEnter={(event) => {
+                event.preventDefault();
+                setIsDragging(true);
+              }}
+              onDragOver={(event) => event.preventDefault()}
+              onDragLeave={() => setIsDragging(false)}
+              onDrop={handleDrop}
+            >
+              {!inputPreviewUrl ? (
+                <div className="compact-upload-content">
+                  <div className="compact-upload-icon">📸</div>
+                  <p className="compact-upload-text">Choose image</p>
+                  <label className="upload-button compact-button" htmlFor="imagePicker">
+                    <span>Select</span>
+                  </label>
+                  <input
+                    id="imagePicker"
+                    type="file"
+                    accept="image/png,image/jpeg,image/jpg,image/webp"
+                    onChange={handleFileChange}
+                  />
+                </div>
+              ) : (
+                <div className="file-preview compact-preview">
+                  <img src={inputPreviewUrl} alt="Preview" className="preview-image compact-preview-image" />
+                  <div className="file-meta">
+                    <p className="file-name-compact">{selectedFile?.name}</p>
+                    <p className="file-size-compact">{fileSizeInMb}</p>
+                  </div>
+                  <label className="change-button compact-button" htmlFor="imagePicker">
+                    ↻
+                  </label>
+                  <input
+                    id="imagePicker"
+                    type="file"
+                    accept="image/png,image/jpeg,image/jpg,image/webp"
+                    onChange={handleFileChange}
+                  />
+                </div>
+              )}
+            </div>
+
+            {/* Alerts */}
+            {errorMessage && <div className="alert alert-error compact-alert">{errorMessage}</div>}
+            {successMessage && <div className="alert alert-success compact-alert">{successMessage}</div>}
+
+            {/* Action Button */}
+            {inputPreviewUrl && !outputPreviewUrl && (
+              <button
+                className={`enhance-button compact-enhance-button ${isEnhancing ? "processing" : ""}`}
+                onClick={enhanceImage}
+                disabled={isEnhancing}
+              >
+                {isEnhancing ? (
+                  <>
+                    <span className="spinner"></span>
+                    Processing...
+                  </>
+                ) : (
+                  "✨ Enhance"
+                )}
+              </button>
+            )}
+
+            {/* Reset Button */}
+            {outputPreviewUrl && (
+              <button className="reset-button compact-reset-button" onClick={resetAll}>
+                ↻ New Image
+              </button>
+            )}
+          </div>
+
+          {/* Results Section */}
+          {outputPreviewUrl && (
+            <div className="results-main">
+              <h3 className="section-title">Results</h3>
+              
+              <div className="comparison-images">
+                <div className="comparison-item">
+                  <div className="comparison-label">Original</div>
+                  <img src={inputPreviewUrl} alt="Original" className="comparison-image" />
+                </div>
+                <div className="comparison-item">
+                  <div className="comparison-label">Enhanced</div>
+                  <img src={outputPreviewUrl} alt="Enhanced" className="comparison-image" />
+                </div>
+              </div>
+
+              <div className="result-actions">
+                <button className="download-button" onClick={downloadEnhanced}>
+                  ⬇️ Download Enhanced
+                </button>
+              </div>
+            </div>
+          )}
+        </div>
+
+        <section className="losses-section">
+          <div className="losses-header">
+            <div>
+              <h3>Training Snapshot</h3>
+              <p className="losses-subtitle">Last epoch metrics (Source to Target samples)</p>
+            </div>
+          </div>
+          <div className="loss-grid">
+            <div className="loss-card">
+              <div className="loss-name">source_discr</div>
+              <div className="loss-value">0.31682008504867554</div>
+              <p className="loss-desc">
+                Discriminator loss for the source domain. Lower means better real/fake separation.
+              </p>
+            </div>
+            <div className="loss-card">
+              <div className="loss-name">target_discr</div>
+              <div className="loss-value">0.21157756447792053</div>
+              <p className="loss-desc">
+                Discriminator loss for the target domain. Lower means better real/fake separation.
+              </p>
+            </div>
+            <div className="loss-card">
+              <div className="loss-name">source_gener</div>
+              <div className="loss-value">0.7708375255266825</div>
+              <p className="loss-desc">
+                Generator adversarial loss for source to target mapping. Lower is better.
+              </p>
+            </div>
+            <div className="loss-card">
+              <div className="loss-name">target_gener</div>
+              <div className="loss-value">0.6412161688009897</div>
+              <p className="loss-desc">
+                Generator adversarial loss for target to source mapping. Lower is better.
+              </p>
+            </div>
+            <div className="loss-card">
+              <div className="loss-name">recon_target_loss</div>
+              <div className="loss-value">0.05315116047859192</div>
+              <p className="loss-desc">
+                Cycle reconstruction loss for target domain consistency. Lower means better cycle match.
+              </p>
+            </div>
+            <div className="loss-card">
+              <div className="loss-name">recon_source_loss</div>
+              <div className="loss-value">0.03360244259238243</div>
+              <p className="loss-desc">
+                Cycle reconstruction loss for source domain consistency. Lower means better cycle match.
+              </p>
+            </div>
+            <div className="loss-card">
+              <div className="loss-name">ident_target</div>
+              <div className="loss-value">0.09518671035766602</div>
+              <p className="loss-desc">
+                Identity loss on target images. Encourages keeping colors and structure when already in target domain.
+              </p>
+            </div>
+            <div className="loss-card">
+              <div className="loss-name">ident_source</div>
+              <div className="loss-value">0.049587182700634</div>
+              <p className="loss-desc">
+                Identity loss on source images. Encourages minimal change when already in source domain.
+              </p>
+            </div>
+          </div>
+        </section>
+
+        {/* Empty State */}
+        {!inputPreviewUrl && !outputPreviewUrl && !errorMessage && (
+          <div className="empty-state">
+            <div className="empty-icon">🌙</div>
+            <p>Ready to enhance your low-light photos?</p>
+          </div>
+        )}
+      </section>
+
+      {/* Footer */}
+      <footer className="app-footer">
+        <p>LumiGAN © 2026 • Advanced Image Enhancement</p>
+      </footer>
+    </main>
+  );
+}
+
+export default App;

frontend/src/index.css

@@ -0,0 +1,181 @@
+@import url("https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&family=Plus+Jakarta+Sans:wght@600;700;800&display=swap");
+
+:root {
+  /* Typography */
+  --body-font: "Inter", "Segoe UI", -apple-system, BlinkMacSystemFont, sans-serif;
+  --display-font: "Plus Jakarta Sans", "Trebuchet MS", sans-serif;
+
+  /* Color Palette */
+  --text-primary: #0f172a;
+  --text-secondary: #64748b;
+  --text-muted: #94a3b8;
+
+  --bg-primary: #ffffff;
+  --bg-secondary: #f8fafc;
+  --bg-tertiary: #f1f5f9;
+  --bg-gradient: linear-gradient(135deg, #f0f4f8 0%, #f8f9fb 100%);
+
+  --border-light: rgba(15, 23, 42, 0.08);
+  --border-medium: rgba(15, 23, 42, 0.12);
+  --border-dark: rgba(15, 23, 42, 0.2);
+
+  --accent-primary: #3b82f6;
+  --accent-secondary: #8b5cf6;
+  --success: #10b981;
+  --error: #ef4444;
+
+  /* Shadows */
+  --shadow-sm: 0 1px 2px rgba(15, 23, 42, 0.08);
+  --shadow-md: 0 4px 12px rgba(15, 23, 42, 0.1);
+  --shadow-lg: 0 10px 30px rgba(15, 23, 42, 0.15);
+  --shadow-xl: 0 20px 60px rgba(15, 23, 42, 0.2);
+
+  /* Spacing */
+  --space-xs: 4px;
+  --space-sm: 8px;
+  --space-md: 12px;
+  --space-lg: 16px;
+  --space-xl: 24px;
+  --space-2xl: 32px;
+  --space-3xl: 48px;
+
+  /* Transitions */
+  --transition-fast: 150ms cubic-bezier(0.4, 0, 0.2, 1);
+  --transition-base: 200ms cubic-bezier(0.4, 0, 0.2, 1);
+  --transition-slow: 300ms cubic-bezier(0.4, 0, 0.2, 1);
+
+  /* Borders */
+  --radius-sm: 4px;
+  --radius-md: 8px;
+  --radius-lg: 12px;
+  --radius-xl: 20px;
+  --radius-full: 999px;
+
+  font-family: var(--body-font);
+  font-size: 15px;
+  line-height: 1.6;
+  font-weight: 400;
+  font-feature-settings: "rlig" 1, "calt" 1;
+  font-variant-numeric: tabular-nums;
+  text-rendering: optimizeLegibility;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+  color: var(--text-primary);
+}
+
+/* Dark Mode Support */
+@media (prefers-color-scheme: dark) {
+  :root {
+    --text-primary: #f1f5f9;
+    --text-secondary: #cbd5e1;
+    --text-muted: #94a3b8;
+
+    --bg-primary: #0f172a;
+    --bg-secondary: #1e293b;
+    --bg-tertiary: #334155;
+    --bg-gradient: linear-gradient(135deg, #0f172a 0%, #1a1f36 100%);
+
+    --border-light: rgba(248, 250, 252, 0.08);
+    --border-medium: rgba(248, 250, 252, 0.12);
+    --border-dark: rgba(248, 250, 252, 0.2);
+  }
+}
+
+/* Reset & Base Styles */
+* {
+  box-sizing: border-box;
+  margin: 0;
+  padding: 0;
+}
+
+html,
+body {
+  width: 100%;
+  height: 100%;
+}
+
+body {
+  margin: 0;
+  padding: 0;
+  min-height: 100vh;
+  background: var(--bg-gradient);
+  color: var(--text-primary);
+}
+
+#root {
+  width: 100%;
+  min-height: 100vh;
+}
+
+/* Typography */
+h1,
+h2,
+h3,
+h4,
+h5,
+h6 {
+  font-family: var(--display-font);
+  font-weight: 700;
+  line-height: 1.2;
+  letter-spacing: -0.02em;
+}
+
+p {
+  margin: 0;
+  line-height: 1.6;
+}
+
+a {
+  color: var(--accent-primary);
+  text-decoration: none;
+  transition: color var(--transition-fast);
+}
+
+a:hover {
+  color: var(--accent-secondary);
+}
+
+/* Buttons */
+button {
+  font-family: var(--body-font);
+  font-size: inherit;
+  font-weight: 600;
+}
+
+/* Form Elements */
+input,
+textarea,
+select {
+  font-family: var(--body-font);
+  font-size: inherit;
+}
+
+/* Scrollbar */
+::-webkit-scrollbar {
+  width: 8px;
+  height: 8px;
+}
+
+::-webkit-scrollbar-track {
+  background: var(--bg-secondary);
+}
+
+::-webkit-scrollbar-thumb {
+  background: var(--border-medium);
+  border-radius: 4px;
+}
+
+::-webkit-scrollbar-thumb:hover {
+  background: var(--border-dark);
+}
+
+/* Selection */
+::selection {
+  background: var(--accent-primary);
+  color: white;
+}
+
+::-moz-selection {
+  background: var(--accent-primary);
+  color: white;
+}

frontend/src/main.jsx

@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.jsx'
+
+createRoot(document.getElementById('root')).render(
+  <StrictMode>
+    <App />
+  </StrictMode>,
+)

frontend/vite.config.js

@@ -0,0 +1,7 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react'
+
+// https://vite.dev/config/
+export default defineConfig({
+  plugins: [react()],
+})