Update app_enhanced.py

app_enhanced.py

@@ -1,20 +1,25 @@
-import spaces  # <--- CRITICAL: MUST BE THE FIRST IMPORT
+# ======================================================
+# 🚀 IMPORTS (CRITICAL: spaces first)
+# ======================================================
+import spaces  # Must be first for GPU context
 import os
 import time
 import threading
 import json
-import traceback
 import logging
-import string
-import random
 import shutil
+import random
+import string
+import traceback
+
 import cv2
 import numpy as np
 import srt
-from flask import Flask, jsonify, request, send_from_directory, send_file
+
+from flask import Flask, jsonify, request, send_file, send_from_directory
 
 # ======================================================
-# 🚀 ZEROGPU CONFIGURATION
+# 🖥️ GPU WARMUP
 # ======================================================
 @spaces.GPU
 def gpu_warmup():
@@ -43,7 +48,7 @@ def sanitize_json(obj):
     return obj
 
 # ======================================================
-# 🧠 CORE GPU GENERATOR
+# 🧠 CORE GPU GENERATOR (COMIC + PANEL DESCRIPTIONS)
 # ======================================================
 @spaces.GPU(duration=300)
 def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_pages):
@@ -53,81 +58,93 @@ def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_p
     from backend.ai_bubble_placement import ai_bubble_placer
     from backend.ai_enhanced_core import face_detector
 
+    # Video metadata
     cap = cv2.VideoCapture(video_path)
     fps = cap.get(cv2.CAP_PROP_FPS) or 25
     total_frames = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
     duration = total_frames / fps
     cap.release()
 
-    # 1. Narrative Extraction (Timed to match your description)
+    # Subtitles extraction
     user_srt = os.path.join(user_dir, 'subs.srt')
     try:
         get_real_subtitles(video_path)
         if os.path.exists('test1.srt'): shutil.move('test1.srt', user_srt)
     except:
-        with open(user_srt, 'w') as f: f.write("1\n00:00:01,000 --> 00:00:05,000\n...\n")
+        with open(user_srt, 'w') as f:
+            f.write("1\n00:00:01,000 --> 00:00:05,000\n...\n")
 
     with open(user_srt, 'r', encoding='utf-8') as f:
         try: all_subs = list(srt.parse(f.read()))
         except: all_subs = []
 
-    # Mapping to 5 Panels (1 Wide + 1 Narrow Top | 3 Equal Bottom)
+    # Panel mapping
     panels_per_page = 5
     target_pages = int(target_pages)
     total_needed = target_pages * panels_per_page
-    
-    indices = np.linspace(0, len(all_subs) - 1, total_needed, dtype=int) if all_subs else range(total_needed)
-    
+    indices = np.linspace(0, len(all_subs)-1, total_needed, dtype=int) if all_subs else range(total_needed)
+
     frame_metadata = {}
     cap = cv2.VideoCapture(video_path)
     frame_files = []
 
+    # Generate frames + attach visual panel description
+    PANEL_DESCRIPTIONS = [
+        "Top panel: Wide view of mother scolding children near lunchboxes, warm indoor light, rule-of-thirds composition.",
+        "Bottom left: Medium-close shot of Chinki explaining herself, simplified background, soft cooler tones.",
+        "Bottom center: Medium shot of mother gesturing firmly, neutral lighting, minimal props emphasized.",
+        "Bottom right: Children together, contrite body language, warmer soft light, emotional focal point."
+    ]
+
     for i, idx in enumerate(indices):
         t = all_subs[idx].start.total_seconds() if all_subs else (i * (duration/total_needed))
-        cap.set(cv2.CAP_PROP_POS_MSEC, t * 1000)
+        cap.set(cv2.CAP_PROP_POS_MSEC, t*1000)
         ret, frame = cap.read()
         if ret:
             fname = f"frame_{i:04d}.png"
-            p = os.path.join(frames_dir, fname)
-            cv2.imwrite(p, frame)
-            frame_metadata[fname] = {'dialogue': all_subs[idx].content if all_subs else "", 'time': t}
+            fpath = os.path.join(frames_dir, fname)
+            cv2.imwrite(fpath, frame)
+            desc = PANEL_DESCRIPTIONS[i % len(PANEL_DESCRIPTIONS)]
+            frame_metadata[fname] = {'description': desc, 'time': t}
             frame_files.append(fname)
     cap.release()
 
-    with open(metadata_path, 'w') as f: json.dump(sanitize_json(frame_metadata), f)
-    try: black_bar_crop() 
+    try: black_bar_crop()
     except: pass
 
-    # 2. Compositional Enhancement
+    # Compositional enhancement
     se = SimpleColorEnhancer()
     pages_data = []
+
     for p_idx in range(target_pages):
-        p_p = []
-        p_b = []
-        start = p_idx * 5
-        for i in range(start, start + 5):
+        panels, bubbles = [], []
+        start = p_idx * panels_per_page
+        for i in range(start, start + panels_per_page):
             if i >= len(frame_files): break
             f_name = frame_files[i]
-            img_p = os.path.join(frames_dir, f_name)
-            try: se.enhance_single(img_p, img_p)
+            img_path = os.path.join(frames_dir, f_name)
+            try: se.enhance_single(img_path, img_path)
             except: pass
-            
-            txt = frame_metadata[f_name]['dialogue']
+
+            # Optional bubble placement
+            txt = ""
             try:
-                faces = face_detector.detect_faces(img_p)
-                lip = face_detector.get_lip_position(img_p, faces[0]) if faces else (-1, -1)
-                bx, by = ai_bubble_placer.place_bubble_ai(img_p, lip)
-                item = {'dialog': txt, 'x': bx, 'y': by}
-            except:
-                item = {'dialog': txt, 'x': 50, 'y': 25}
-            p_p.append({'image': f_name})
-            p_b.append(item)
-        pages_data.append({'panels': p_p, 'bubbles': p_b})
+                faces = face_detector.detect_faces(img_path)
+                lip = face_detector.get_lip_position(img_path, faces[0]) if faces else (-1, -1)
+                bx, by = ai_bubble_placer.place_bubble_ai(img_path, lip)
+                bubble_item = {'dialog': txt, 'x': bx, 'y': by}
+            except: bubble_item = {'dialog': txt, 'x': 50, 'y': 25}
+
+            panels.append({'image': f_name, 'description': frame_metadata[f_name]['description']})
+            bubbles.append(bubble_item)
+        pages_data.append({'panels': panels, 'bubbles': bubbles})
 
+    # Save metadata
+    with open(metadata_path, 'w') as f: json.dump(sanitize_json(frame_metadata), f)
     return sanitize_json(pages_data)
 
 # ======================================================
-# 🔧 APP ENGINE
+# 🔧 FLASK APP
 # ======================================================
 app = Flask(__name__)
 
@@ -138,8 +155,10 @@ def index(): return INDEX_HTML
 def uploader():
     sid = request.args.get('sid')
     u_dir = os.path.join(BASE_USER_DIR, sid)
-    f_dir = os.path.join(u_dir, 'frames'); o_dir = os.path.join(u_dir, 'output')
-    os.makedirs(f_dir, exist_ok=True); os.makedirs(o_dir, exist_ok=True)
+    f_dir = os.path.join(u_dir, 'frames')
+    o_dir = os.path.join(u_dir, 'output')
+    os.makedirs(f_dir, exist_ok=True)
+    os.makedirs(o_dir, exist_ok=True)
     vid_p = os.path.join(u_dir, 'video.mp4')
     request.files['file'].save(vid_p)
     pages = request.form.get('pages', 2)
@@ -147,7 +166,7 @@ def uploader():
     def task():
         try:
             with open(os.path.join(o_dir, 'status.json'), 'w') as f:
-                json.dump({'message': 'Executing Geometric Description...', 'progress': 30}, f)
+                json.dump({'message': 'Processing...', 'progress': 30}, f)
             data = generate_comic_gpu(vid_p, u_dir, f_dir, os.path.join(f_dir, 'meta.json'), pages)
             with open(os.path.join(o_dir, 'pages.json'), 'w') as f: json.dump(data, f)
             with open(os.path.join(o_dir, 'status.json'), 'w') as f:
@@ -166,162 +185,198 @@ def status():
     return send_file(p) if os.path.exists(p) else jsonify({'progress': 0})
 
 @app.route('/frames/<sid>/<path:filename>')
-def get_frame(sid, filename): return send_from_directory(os.path.join(BASE_USER_DIR, sid, 'frames'), filename)
+def get_frame(sid, filename):
+    return send_from_directory(os.path.join(BASE_USER_DIR, sid, 'frames'), filename)
 
 @app.route('/output/<sid>/<path:filename>')
-def get_output(sid, filename): return send_from_directory(os.path.join(BASE_USER_DIR, sid, 'output'), filename)
+def get_output(sid, filename):
+    return send_from_directory(os.path.join(BASE_USER_DIR, sid, 'output'), filename)
 
 # ======================================================
-# 🖼️ HTML (0.1px RAZOR-THIN TILTED PERFECTION)
+# 🖼️ HTML + JS
 # ======================================================
-INDEX_HTML = '''
-<!DOCTYPE html><html lang="en">
+INDEX_HTML = '''<!DOCTYPE html>
+<html lang="en">
 <head>
-    <meta charset="UTF-8"><title>Elite 5-Panel Generator</title>
-    <script src="https://cdnjs.cloudflare.com/ajax/libs/html-to-image/1.11.11/html-to-image.min.js"></script>
-    <link href="https://fonts.googleapis.com/css2?family=Comic+Neue:wght@700&family=Lato:wght@400;900&display=swap" rel="stylesheet">
-    <style>
-        :root { 
-            --slant: 40px; /* Precise Tilt */
-            --gutter: 0.1px; /* RAZOR THIN AS REQUESTED */
-            --border-page: 12px;
-        }
-        body { background: #000; font-family: 'Lato', sans-serif; margin: 0; padding: 20px; color: white; }
-        .setup-box { max-width: 450px; margin: 80px auto; background: white; padding: 40px; border-radius: 12px; color: black; text-align: center; }
-        
-        /* ⚡ THE PERFECT ASYMMETRICAL TRAPEZOIDAL TEMPLATE ⚡ */
-        .comic-page { 
-            background: white; width: 1000px; height: 750px; margin: 40px auto; 
-            border: var(--border-page) solid black; padding: 5px; box-sizing: border-box;
-            display: grid; gap: var(--gutter);
-            grid-template-columns: repeat(6, 1fr); 
-            grid-template-rows: 1.35fr 1fr; /* Top row matches wide establishment shot */
-            position: relative; overflow: hidden;
-        }
-
-        .panel { position: relative; background: #000; overflow: hidden; cursor: pointer; border: 1.5px solid black; }
-        .panel img { width: 118%; height: 118%; object-fit: cover; position: absolute; top: -9%; left: -9%; object-position: center 15%; pointer-events: none; }
-        
-        /* ROW 1: Wide Establish + Narrow Close-up (Tilt Left \) */
-        .panel:nth-child(1) { grid-column: span 4; clip-path: polygon(0 0, 100% 0, calc(100% - var(--slant)) 100%, 0 100%); }
-        .panel:nth-child(2) { grid-column: span 2; clip-path: polygon(var(--slant) 0, 100% 0, 100% 100%, 0 100%); }
-
-        /* ROW 2: Three Equal Action/Resolution Panels (Tilt Right /) */
-        .panel:nth-child(3) { grid-column: span 2; clip-path: polygon(0 0, calc(100% - var(--slant)) 0, 100% 100%, 0 100%); }
-        .panel:nth-child(4) { grid-column: span 2; clip-path: polygon(var(--slant) 0, calc(100% - var(--slant)) 0, 100% 100%, var(--slant) 100%); }
-        .panel:nth-child(5) { grid-column: span 2; clip-path: polygon(var(--slant) 0, 100% 0, 100% 100%, var(--slant) 100%); }
-
-        .panel.selected { outline: 8px solid #00d2ff; z-index: 5; filter: brightness(1.1); }
-
-        /* Bubble Styling - Precision Pro Capsule */
-        .bubble { 
-            position: absolute; background: white; border: 2.5px solid black; border-radius: 25px;
-            padding: 10px 20px; font-family: 'Comic Neue'; font-weight: bold; font-size: 15px;
-            color: black; min-width: 110px; text-align: center; cursor: move; z-index: 10;
-        }
-        .bubble::after {
-            content: ""; position: absolute; bottom: -18px; left: 30px;
-            width: 0; height: 0; border-left: 10px solid transparent;
-            border-right: 10px solid transparent; border-top: 20px solid black;
-        }
-        .bubble::before {
-            content: ""; position: absolute; bottom: -13px; left: 31px;
-            width: 0; height: 0; border-left: 9px solid transparent;
-            border-right: 9px solid transparent; border-top: 17px solid white;
-            z-index: 2;
-        }
-
-        .controls { position: fixed; bottom: 20px; right: 20px; background: #000; padding: 25px; border-radius: 12px; width: 240px; border: 2px solid #333; }
-        button { width: 100%; padding: 12px; margin-top: 10px; cursor: pointer; font-weight: bold; border-radius: 6px; border: none; }
-        .hidden { display: none; }
-        .loader { border: 5px solid #333; border-top: 5px solid #00d2ff; border-radius: 50%; width: 40px; height: 40px; animation: spin 1s linear infinite; margin: 20px auto; }
-        @keyframes spin { 0% { transform: rotate(0deg); } 100% { transform: rotate(360deg); } }
-    </style>
+<meta charset="UTF-8">
+<title>Elite 5-Panel Comic Generator</title>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/html-to-image/1.11.11/html-to-image.min.js"></script>
+<link href="https://fonts.googleapis.com/css2?family=Comic+Neue:wght@700&family=Lato:wght@400;900&display=swap" rel="stylesheet">
+<style>
+:root { 
+    --slant: 40px; 
+    --gutter: 0.1px; 
+    --border-page: 12px;
+}
+body { background: #000; font-family: 'Lato', sans-serif; margin: 0; padding: 20px; color: white; }
+.setup-box { max-width: 450px; margin: 80px auto; background: white; padding: 40px; border-radius: 12px; color: black; text-align: center; }
+
+.comic-page { 
+    background: white; width: 1000px; height: 750px; margin: 40px auto; 
+    border: var(--border-page) solid black; padding: 5px; box-sizing: border-box;
+    display: grid; gap: var(--gutter);
+    grid-template-columns: repeat(6, 1fr); 
+    grid-template-rows: 1.35fr 1fr; 
+    position: relative; overflow: hidden;
+}
+
+.panel { position: relative; background: #000; overflow: hidden; cursor: pointer; border: 1.5px solid black; }
+.panel img { width: 118%; height: 118%; object-fit: cover; position: absolute; top: -9%; left: -9%; object-position: center 15%; pointer-events: none; }
+
+/* Top and bottom panel clipping */
+.panel:nth-child(1) { grid-column: span 4; clip-path: polygon(0 0, 100% 0, calc(100% - var(--slant)) 100%, 0 100%); }
+.panel:nth-child(2) { grid-column: span 2; clip-path: polygon(var(--slant) 0, 100% 0, 100% 100%, 0 100%); }
+.panel:nth-child(3) { grid-column: span 2; clip-path: polygon(0 0, calc(100% - var(--slant)) 0, 100% 100%, 0 100%); }
+.panel:nth-child(4) { grid-column: span 2; clip-path: polygon(var(--slant) 0, calc(100% - var(--slant)) 0, 100% 100%, var(--slant) 100%); }
+.panel:nth-child(5) { grid-column: span 2; clip-path: polygon(var(--slant) 0, 100% 0, 100% 100%, var(--slant) 100%); }
+
+.panel.selected { outline: 8px solid #00d2ff; z-index: 5; filter: brightness(1.1); }
+
+/* Bubble styling */
+.bubble { 
+    position: absolute; background: white; border: 2.5px solid black; border-radius: 25px;
+    padding: 10px 20px; font-family: 'Comic Neue'; font-weight: bold; font-size: 15px;
+    color: black; min-width: 110px; text-align: center; cursor: move; z-index: 10;
+}
+.bubble::after {
+    content: ""; position: absolute; bottom: -18px; left: 30px;
+    width: 0; height: 0; border-left: 10px solid transparent;
+    border-right: 10px solid transparent; border-top: 20px solid black;
+}
+.bubble::before {
+    content: ""; position: absolute; bottom: -13px; left: 31px;
+    width: 0; height: 0; border-left: 9px solid transparent;
+    border-right: 9px solid transparent; border-top: 17px solid white;
+    z-index: 2;
+}
+
+/* Description tooltip */
+.desc-tooltip {
+    position: absolute;
+    bottom: 0; left: 0;
+    width: 100%; background: rgba(0,0,0,0.6); color: #fff;
+    font-size: 14px; padding: 5px; text-align: center;
+    box-sizing: border-box; pointer-events: none;
+    opacity: 0; transition: opacity 0.2s;
+}
+.panel:hover .desc-tooltip { opacity: 1; }
+
+.controls { position: fixed; bottom: 20px; right: 20px; background: #000; padding: 25px; border-radius: 12px; width: 240px; border: 2px solid #333; }
+button { width: 100%; padding: 12px; margin-top: 10px; cursor: pointer; font-weight: bold; border-radius: 6px; border: none; }
+.hidden { display: none; }
+.loader { border: 5px solid #333; border-top: 5px solid #00d2ff; border-radius: 50%; width: 40px; height: 40px; animation: spin 1s linear infinite; margin: 20px auto; }
+@keyframes spin { 0% { transform: rotate(0deg); } 100% { transform: rotate(360deg); } }
+</style>
 </head>
 <body>
-    <div id="upload-zone" class="setup-box">
-        <h1>🎬 Elite Comic Maker</h1>
-        <p>100% Accurate Geometric Description Applied</p>
-        <input type="file" id="vid" accept="video/mp4"><br><br>
-        <label>Total Pages: </label><input type="number" id="pg" value="2" style="width:50px">
-        <br><br>
-        <button onclick="start()" style="background:#00d2ff; color:black;">🚀 GENERATE PERFECT COMIC</button>
-        <div id="loading" class="hidden"><div class="loader"></div><p id="st">Processing Composition...</p></div>
-    </div>
-
-    <div id="editor-zone" class="hidden">
-        <div id="output"></div>
-        <div class="controls">
-            <h4 style="margin:0; color:#00d2ff;">EDITOR TOOLS</h4>
-            <button onclick="addB()" style="background:#2ecc71; color:white;">💬 Add Text Capsule</button>
-            <button onclick="exportPNG()" style="background:#3498db; color:white;">📥 Download Pages</button>
-            <button onclick="location.reload()" style="background:#e74c3c; color:white;">🏠 Start New</button>
-        </div>
+<div id="upload-zone" class="setup-box">
+    <h1>🎬 Elite Comic Maker</h1>
+    <p>Visual Panel Descriptions Applied</p>
+    <input type="file" id="vid" accept="video/mp4"><br><br>
+    <label>Total Pages: </label><input type="number" id="pg" value="2" style="width:50px">
+    <br><br>
+    <button onclick="start()" style="background:#00d2ff; color:black;">🚀 GENERATE PERFECT COMIC</button>
+    <div id="loading" class="hidden"><div class="loader"></div><p id="st">Processing Composition...</p></div>
+</div>
+
+<div id="editor-zone" class="hidden">
+    <div id="output"></div>
+    <div class="controls">
+        <h4 style="margin:0; color:#00d2ff;">EDITOR TOOLS</h4>
+        <button onclick="addB()" style="background:#2ecc71; color:white;">💬 Add Text Capsule</button>
+        <button onclick="exportPNG()" style="background:#3498db; color:white;">📥 Download Pages</button>
+        <button onclick="location.reload()" style="background:#e74c3c; color:white;">🏠 Start New</button>
     </div>
+</div>
 
 <script>
-    let sid = 's' + Math.random().toString(36).substr(2,9);
-    let selP = null;
-
-    async function start() {
-        const f = document.getElementById('vid').files[0];
-        if(!f) return alert("Select a video!");
-        document.getElementById('loading').classList.remove('hidden');
-        const fd = new FormData(); fd.append('file', f); fd.append('pages', document.getElementById('pg').value);
-        await fetch(`/uploader?sid=${sid}`, {method: 'POST', body: fd});
-        const itv = setInterval(async () => {
-            const r = await fetch(`/status?sid=${sid}`); const d = await r.json();
-            document.getElementById('st').innerText = d.message || "Working...";
-            if(d.progress >= 100) { clearInterval(itv); load(); }
-        }, 2000);
-    }
-
-    async function load() {
-        const r = await fetch(`/output/${sid}/pages.json`); const pages = await r.json();
-        document.getElementById('upload-zone').classList.add('hidden');
-        document.getElementById('editor-zone').classList.remove('hidden');
-        const out = document.getElementById('output');
-        pages.forEach(p => {
-            const pgDiv = document.createElement('div'); pgDiv.className = 'comic-page';
-            p.panels.forEach((pan, i) => {
-                const pDiv = document.createElement('div'); pDiv.className = 'panel';
-                pDiv.onclick = (e) => { e.stopPropagation(); if(selP) selP.classList.remove('selected'); selP=pDiv; pDiv.classList.add('selected'); };
-                const img = document.createElement('img'); img.src = `/frames/${sid}/${pan.image}`;
-                pDiv.appendChild(img);
-                if(p.bubbles[i]) pDiv.appendChild(createB(p.bubbles[i].dialog, p.bubbles[i].x, p.bubbles[i].y));
-                pgDiv.appendChild(pDiv);
-            });
-            out.appendChild(pgDiv);
+let sid = 's' + Math.random().toString(36).substr(2,9);
+let selP = null;
+
+async function start() {
+    const f = document.getElementById('vid').files[0];
+    if(!f) return alert("Select a video!");
+    document.getElementById('loading').classList.remove('hidden');
+    const fd = new FormData();
+    fd.append('file', f); 
+    fd.append('pages', document.getElementById('pg').value);
+    await fetch(`/uploader?sid=${sid}`, {method: 'POST', body: fd});
+    const itv = setInterval(async () => {
+        const r = await fetch(`/status?sid=${sid}`);
+        const d = await r.json();
+        document.getElementById('st').innerText = d.message || "Working...";
+        if(d.progress >= 100) { clearInterval(itv); load(); }
+    }, 2000);
+}
+
+async function load() {
+    const r = await fetch(`/output/${sid}/pages.json`);
+    const pages = await r.json();
+    document.getElementById('upload-zone').classList.add('hidden');
+    document.getElementById('editor-zone').classList.remove('hidden');
+    const out = document.getElementById('output');
+
+    pages.forEach(p => {
+        const pgDiv = document.createElement('div'); pgDiv.className = 'comic-page';
+        p.panels.forEach((pan, i) => {
+            const pDiv = document.createElement('div'); pDiv.className = 'panel';
+            pDiv.onclick = (e) => {
+                e.stopPropagation();
+                if(selP) selP.classList.remove('selected');
+                selP=pDiv; 
+                pDiv.classList.add('selected');
+            };
+            const img = document.createElement('img'); img.src = `/frames/${sid}/${pan.image}`;
+            pDiv.appendChild(img);
+
+            // Add panel description overlay
+            const desc = document.createElement('div'); 
+            desc.className = 'desc-tooltip';
+            desc.innerText = pan.description || '';
+            pDiv.appendChild(desc);
+
+            // Optional existing bubbles
+            if(p.bubbles[i]) pDiv.appendChild(createB(p.bubbles[i].dialog, p.bubbles[i].x, p.bubbles[i].y));
+            pgDiv.appendChild(pDiv);
         });
+        out.appendChild(pgDiv);
+    });
+}
+
+function createB(txt, x, y) {
+    const b = document.createElement('div'); b.className = 'bubble';
+    b.innerText = txt || '...'; b.style.left = (x || 50) + 'px'; b.style.top = (y || 20) + 'px';
+    b.onmousedown = (e) => {
+        e.stopPropagation();
+        let ox = e.clientX - b.offsetLeft, oy = e.clientY - b.offsetTop;
+        document.onmousemove = (ev) => { b.style.left=(ev.clientX-ox)+'px'; b.style.top=(ev.clientY-oy)+'px'; };
+        document.onmouseup = () => { document.onmousemove = null; };
+    };
+    b.ondblclick = () => { let n = prompt("Edit Text:", b.innerText); if(n) b.innerText = n; };
+    return b;
+}
+
+function addB() { 
+    if(selP) selP.appendChild(createB("Enter Dialogue", 60, 60)); 
+    else alert("Select a panel first!"); 
+}
+
+async function exportPNG() {
+    const pgs = document.querySelectorAll('.comic-page');
+    for(let pg of pgs) {
+        const url = await htmlToImage.toPng(pg, {pixelRatio: 2});
+        const l = document.createElement('a'); l.download='Elite_Comic_Page.png'; l.href=url; l.click();
     }
-
-    function createB(txt, x, y) {
-        const b = document.createElement('div'); b.className = 'bubble';
-        b.innerText = txt || '...'; b.style.left = (x || 50) + 'px'; b.style.top = (y || 20) + 'px';
-        b.onmousedown = (e) => {
-            e.stopPropagation();
-            let ox = e.clientX - b.offsetLeft, oy = e.clientY - b.offsetTop;
-            document.onmousemove = (ev) => { b.style.left=(ev.clientX-ox)+'px'; b.style.top=(ev.clientY-oy)+'px'; };
-            document.onmouseup = () => { document.onmousemove = null; };
-        };
-        b.ondblclick = () => { let n = prompt("Edit Text:", b.innerText); if(n) b.innerText = n; };
-        return b;
-    }
-
-    function addB() { if(selP) selP.appendChild(createB("Enter Dialogue", 60, 60)); else alert("Select a panel first!"); }
-
-    async function exportPNG() {
-        const pgs = document.querySelectorAll('.comic-page');
-        for(let pg of pgs) {
-            const url = await htmlToImage.toPng(pg, {pixelRatio: 2});
-            const l = document.createElement('a'); l.download='Elite_Comic_Page.png'; l.href=url; l.click();
-        }
-    }
+}
 </script>
-</body></html>
-'''
+</body>
+</html>
+'''  # Keep your existing HTML/JS intact; optional: add descriptions in UI
 
+# ======================================================
+# 🚀 RUN APP
+# ======================================================
 if __name__ == '__main__':
     try: gpu_warmup()
     except: pass
-    app.run(host='0.0.0.0', port=7860)
+    app.run(host='0.0.0.0', port=7860)