Update app_enhanced.py

app_enhanced.py

@@ -118,7 +118,6 @@ def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_p
     raw_moments = [{'text': s.content, 'start': s.start.total_seconds(), 'end': s.end.total_seconds()} for s in valid_subs]
 
     if target_pages <= 0: target_pages = 1
-    # 5 Panels for the specific template requested
     panels_per_page = 5
     total_panels_needed = target_pages * panels_per_page
 
@@ -177,7 +176,7 @@ def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_p
         elif '!' in dialogue and dialogue.isupper(): b_type = 'reaction'
         elif '?' in dialogue: b_type = 'speech'
         
-        # Default placement; user will adjust in UI
+        # Default offset
         b = bubble(dialog=dialogue, bubble_offset_x=50, bubble_offset_y=50, type=b_type)
         bubbles_list.append(b)
             
@@ -340,20 +339,23 @@ INDEX_HTML = '''
         height: 710px; 
         box-shadow: 0 4px 10px rgba(0,0,0,0.1); 
         position: relative; 
-        /* Overflow visible so bubbles can pop out slightly if needed, but panels clip images */
         z-index: 1;
     }
     
-    /* BUBBLES are direct children of comic-page now, so they float above everything */
+    /* SPEECH BUBBLES - SIBLINGS to panels (higher z-index) */
     .speech-bubble { 
         position: absolute; display: flex; justify-content: center; align-items: center; 
-        width: 150px; height: 80px; min-width: 50px; min-height: 30px; box-sizing: border-box; 
-        z-index: 200; /* High z-index to stay above panels */
+        /* AUTO SIZING FIX: Min dims but grow with text */
+        width: auto; height: auto; 
+        min-width: 80px; min-height: 50px;
+        max-width: 250px;
+        box-sizing: border-box; 
+        z-index: 200; 
         cursor: move; font-family: 'Comic Neue', cursive; font-weight: bold; 
         font-size: 13px; text-align: center; 
-        overflow: visible; 
         line-height: 1.2;
         --tail-pos: 50%;
+        padding: 5px; /* Room for text */
     }
     
     .panel { 
@@ -366,13 +368,12 @@ INDEX_HTML = '''
     }
     .panel.selected { filter: brightness(0.9) sepia(0.2); outline: 3px solid #2196F3; z-index: 15; }
     
-    /* OBJECT FIT COVER FIX: 
-       Images fill their defined bounding box, maintaining aspect ratio. 
-    */
+    /* OBJECT FIT FIX: Focus on Center Top (Faces) and Cover */
     .panel img { 
         width: 100%; 
         height: 100%; 
         object-fit: cover; 
+        object-position: center 20%; /* Prioritize upper center for faces */
         transition: transform 0.1s ease-out; 
         transform-origin: center center; 
     }
@@ -381,74 +382,37 @@ INDEX_HTML = '''
 
     /* 
        CALCULATED COORDINATES WITH 10PX GUTTER 
-       Total W: 1000, Row Height: 350. Gutter Y: 10px (350-360).
     */
 
     /* --- TIER 1 (Y: 0 - 350) --- */
-    
-    /* Panel 0 (Top Left) 
-       Line: (635.2, 0) to (588.2, 350).
-       Minus 5px for gutter.
-       TR: 630.2, BR: 583.2.
-    */
     .panel-0 {
         top: 0; left: 0; width: 631px; height: 350px;
         clip-path: polygon(0% 0%, 630.2px 0%, 583.2px 100%, 0% 100%);
     }
-    
-    /* Panel 1 (Top Right)
-       Line: (635.2, 0) to (588.2, 350).
-       Plus 5px for gutter.
-       TL: 640.2, BL: 593.2.
-       Bounding Box: Starts at X=593. Width = 1000-593 = 407.
-       Poly Relative: TL(47.2, 0), BL(0.2, 350).
-    */
     .panel-1 {
         top: 0; left: 593px; width: 407px; height: 350px;
         clip-path: polygon(47.2px 0%, 100% 0%, 100% 100%, 0.2px 100%);
     }
 
     /* --- TIER 2 (Y: 360 - 710) --- */
-    
-    /* Panel 2 (Bottom Left)
-       Line Left: (293.2, 0) to (326.2, 350).
-       Minus 5px.
-       TR: 288.2, BR: 321.2.
-       Box Height: 350px. Top: 360px.
-    */
     .panel-2 {
         top: 360px; left: 0; width: 322px; height: 350px;
         clip-path: polygon(0% 0%, 288.2px 0%, 321.2px 100%, 0% 100%);
     }
-
-    /* Panel 3 (Bottom Middle)
-       Line Left (+5px): TL 298.2, BL 331.2.
-       Line Right (-5px): (617.2,0)->(666.2,350). TR 612.2, BR 661.2.
-       Box Start: 298px. Width: 662 - 298 = 364px.
-       Poly Relative: 
-         TL: 0.2, BL: 33.2
-         TR: 314.2, BR: 363.2
-    */
     .panel-3 {
         top: 360px; left: 298px; width: 364px; height: 350px;
         clip-path: polygon(0.2px 0%, 314.2px 0%, 363.2px 100%, 33.2px 100%);
     }
-
-    /* Panel 4 (Bottom Right)
-       Line Right (+5px): TL 622.2, BL 671.2.
-       Box Start: 622px. Width: 378px.
-       Poly Relative: TL 0.2, BL 49.2.
-    */
     .panel-4 {
         top: 360px; left: 622px; width: 378px; height: 350px;
         clip-path: polygon(0.2px 0%, 100% 0%, 100% 100%, 49.2px 100%);
     }
     
-    /* ... Bubbles CSS continued ... */
-    
     .bubble-text { 
         padding: 0.5em; 
-        word-wrap: break-word; 
+        /* TEXT OVERFLOW FIX */
+        overflow-wrap: break-word; 
+        word-wrap: break-word;
         white-space: pre-wrap; 
         position: relative; 
         z-index: 5; 
@@ -456,7 +420,6 @@ INDEX_HTML = '''
         user-select: none; 
         width: 100%;
         height: 100%;
-        overflow: hidden; 
         display: flex;
         align-items: center;
         justify-content: center;
@@ -732,7 +695,6 @@ INDEX_HTML = '''
     }
     
     // UPDATED STATE RETRIEVAL
-    // Bubbles are now children of comic-page, not panels.
     function getCurrentState() {
         const pages = [];
         document.querySelectorAll('.comic-page').forEach(p => {
@@ -896,7 +858,8 @@ INDEX_HTML = '''
         
         b.dataset.type = type;
         b.style.left = data.left; b.style.top = data.top;
-        if(data.width) b.style.width = data.width; if(data.height) b.style.height = data.height;
+        // Allow auto width/height if not explicitly set (or remove fixed dims if present)
+        // We set basic styles but let CSS handle content sizing
         if(data.font) b.style.fontFamily = data.font;
         if(data.colors) { b.style.setProperty('--bubble-fill-color', data.colors.fill || '#4ECDC4'); b.style.setProperty('--bubble-text-color', data.colors.text || '#ffffff'); }
         if(data.tailPos) b.style.setProperty('--tail-pos', data.tailPos);
@@ -1041,16 +1004,1153 @@ INDEX_HTML = '''
         if(selectedPanel) selectedPanel.classList.remove('selected');
         alert(`Exporting ${pgs.length} page(s)...`); 
         
-        // --- 0% ERROR FIX ---
-        const bubbles = document.querySelectorAll('.speech-bubble'); 
-        bubbles.forEach(b => { 
-            const rect = b.getBoundingClientRect(); 
-            b.style.width = (rect.width + 1) + 'px'; 
-            b.style.height = rect.height + 'px'; 
-            b.style.display = 'flex';
-            b.style.alignItems = 'center';
-            b.style.justifyContent = 'center';
-        }); 
+        for(let i = 0; i < pgs.length; i++) { 
+            try { 
+                const u = await htmlToImage.toPng(pgs[i], { 
+                    pixelRatio: 2, // High quality
+                    style: { transform: 'none' } 
+                }); 
+                const a = document.createElement('a'); 
+                a.href = u; 
+                a.download = `Comic-Page-${i+1}.png`; 
+                a.click(); 
+            } catch(err) { 
+                console.error(err); 
+                alert(`Failed to export page ${i+1}`); 
+            } 
+        } 
+    }
+    
+    function goBackToUpload() { if(confirm('Go home? Unsaved changes will be lost.')) { document.getElementById('editor-container').style.display = 'none'; document.getElementById('upload-container').style.display = 'flex'; document.getElementById('loading-view').style.display = 'none'; } }
+</script>
+</body> </html> '''
+
+@app.route('/')
+def index():
+    return INDEX_HTML
+
+@app.route('/uploader', methods=['POST'])
+def upload():
+    sid = request.args.get('sid')
+    if not sid: return jsonify({'success': False, 'message': 'Missing session ID'}), 400
+    if 'file' not in request.files or not request.files['file'].filename:
+        return jsonify({'success': False, 'message': 'No file selected'}), 400
+    
+    # GET PAGE COUNT FROM FORM
+    target_pages = request.form.get('target_pages', 3)
+
+    f = request.files['file']
+    gen = EnhancedComicGenerator(sid)
+    gen.cleanup()
+    f.save(gen.video_path)
+    gen.write_status("Starting...", 5)
+    
+    # Run in thread
+    threading.Thread(target=gen.run, args=(target_pages,)).start()
+    return jsonify({'success': True, 'message': 'Generation started.'})
+
+@app.route('/status')
+def get_status():
+    sid = request.args.get('sid')
+    path = os.path.join(BASE_USER_DIR, sid, 'output', 'status.json')
+    if os.path.exists(path): return send_file(path)
+    return jsonify({'progress': 0, 'message': "Waiting..."})
+
+@app.route('/output/<path:filename>')
+def get_output(filename):
+    sid = request.args.get('sid')
+    return send_from_directory(os.path.join(BASE_USER_DIR, sid, 'output'), filename)
+
+@app.route('/frames/<path:filename>')
+def get_frame(filename):
+    sid = request.args.get('sid')
+    return send_from_directory(os.path.join(BASE_USER_DIR, sid, 'frames'), filename)
+
+@app.route('/regenerate_frame', methods=['POST'])
+def regen():
+    sid = request.args.get('sid')
+    d = request.get_json()
+    gen = EnhancedComicGenerator(sid)
+    return jsonify(regen_frame_gpu(gen.video_path, gen.frames_dir, gen.metadata_path, d['filename'], d['direction']))
+
+@app.route('/goto_timestamp', methods=['POST'])
+def go_time():
+    sid = request.args.get('sid')
+    d = request.get_json()
+    gen = EnhancedComicGenerator(sid)
+    return jsonify(get_frame_at_ts_gpu(gen.video_path, gen.frames_dir, gen.metadata_path, d['filename'], float(d['timestamp'])))
+
+@app.route('/replace_panel', methods=['POST'])
+def rep_panel():
+    sid = request.args.get('sid')
+    if 'image' not in request.files: return jsonify({'success': False, 'error': 'No image'})
+    f = request.files['image']
+    frames_dir = os.path.join(BASE_USER_DIR, sid, 'frames')
+    os.makedirs(frames_dir, exist_ok=True)
+    fname = f"replaced_{int(time.time() * 1000)}.png"
+    f.save(os.path.join(frames_dir, fname))
+    return jsonify({'success': True, 'new_filename': fname})
+
+@app.route('/save_comic', methods=['POST'])
+def save_comic():
+    sid = request.args.get('sid')
+    try:
+        data = request.get_json()
+        save_code = generate_save_code()
+        save_dir = os.path.join(SAVED_COMICS_DIR, save_code)
+        os.makedirs(save_dir, exist_ok=True)
+        
+        user_frames_dir = os.path.join(BASE_USER_DIR, sid, 'frames')
+        saved_frames_dir = os.path.join(save_dir, 'frames')
+        
+        if os.path.exists(user_frames_dir):
+            if os.path.exists(saved_frames_dir): shutil.rmtree(saved_frames_dir)
+            shutil.copytree(user_frames_dir, saved_frames_dir)
+        
+        save_data = {
+            'code': save_code,
+            'originalSid': sid,
+            'pages': data.get('pages', []),
+            'savedAt': data.get('savedAt', time.strftime('%Y-%m-%d %H:%M:%S'))
+        }
+        with open(os.path.join(save_dir, 'comic_state.json'), 'w') as f: json.dump(save_data, f, indent=2)
+        return jsonify({'success': True, 'code': save_code})
+    except Exception as e:
+        traceback.print_exc()
+        return jsonify({'success': False, 'message': str(e)})
+
+@app.route('/load_comic/<code>')
+def load_comic(code):
+    code = code.upper()
+    save_dir = os.path.join(SAVED_COMICS_DIR, code)
+    state_file = os.path.join(save_dir, 'comic_state.json')
+    
+    if not os.path.exists(state_file): return jsonify({'success': False, 'message': 'Save code not found'})
+    
+    try:
+        with open(state_file, 'r') as f: save_data = json.load(f)
+        original_sid = save_data.get('originalSid')
+        saved_frames_dir = os.path.join(save_dir, 'frames')
+        if original_sid and os.path.exists(saved_frames_dir):
+            user_frames_dir = os.path.join(BASE_USER_DIR, original_sid, 'frames')
+            os.makedirs(user_frames_dir, exist_ok=True)
+            for fname in os.listdir(saved_frames_dir):
+                src = os.path.join(saved_frames_dir, fname)
+                dst = os.path.join(user_frames_dir, fname)
+                if not os.path.exists(dst): shutil.copy2(src, dst)
+        return jsonify({ 'success': True, 'pages': save_data.get('pages', []), 'originalSid': original_sid, 'savedAt': save_data.get('savedAt') })
+    except Exception as e:
+        traceback.print_exc()
+        return jsonify({'success': False, 'message': str(e)})
+
+if __name__ == '__main__':
+    try: gpu_warmup()
+    except: pass
+    app.run(host='0.0.0.0', port=7860)import spaces  # <--- CRITICAL: MUST BE THE FIRST IMPORT
+import os
+import time
+import threading
+import json
+import traceback
+import logging
+import string
+import random
+import shutil
+import cv2
+import math
+import numpy as np
+import srt
+from flask import Flask, jsonify, request, send_from_directory, send_file
+
+# ======================================================
+# 🚀 ZEROGPU CONFIGURATION
+# ======================================================
+@spaces.GPU
+def gpu_warmup():
+    import torch
+    print(f"✅ ZeroGPU Warmup: CUDA Available: {torch.cuda.is_available()}")
+    return True
+
+# ======================================================
+# 💾 PERSISTENT STORAGE CONFIGURATION
+# ======================================================
+if os.path.exists('/data'):
+    BASE_STORAGE_PATH = '/data'
+    print("✅ Using Persistent Storage at /data")
+else:
+    BASE_STORAGE_PATH = '.'
+    print("⚠️ Using Ephemeral/Local Storage")
+
+BASE_USER_DIR = os.path.join(BASE_STORAGE_PATH, "userdata")
+SAVED_COMICS_DIR = os.path.join(BASE_STORAGE_PATH, "saved_comics")
+
+os.makedirs(BASE_USER_DIR, exist_ok=True)
+os.makedirs(SAVED_COMICS_DIR, exist_ok=True)
+
+# ======================================================
+# 🧱 DATA CLASSES
+# ======================================================
+def bubble(dialog="", bubble_offset_x=50, bubble_offset_y=20, lip_x=-1, lip_y=-1, emotion='normal', type='speech'):
+    return {
+        'dialog': dialog,
+        'bubble_offset_x': int(bubble_offset_x),
+        'bubble_offset_y': int(bubble_offset_y),
+        'lip_x': int(lip_x),
+        'lip_y': int(lip_y),
+        'emotion': emotion,
+        'type': type,
+        'tail_pos': '50%',
+        'classes': f'speech-bubble {type} tail-bottom'
+    }
+
+def panel(image=""):
+    return {'image': image}
+
+class Page:
+    def __init__(self, panels, bubbles):
+        self.panels = panels
+        self.bubbles = bubbles
+
+# ======================================================
+# 🔧 APP CONFIG
+# ======================================================
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+app = Flask(__name__)
+
+def generate_save_code(length=8):
+    chars = string.ascii_uppercase + string.digits
+    while True:
+        code = ''.join(random.choices(chars, k=length))
+        if not os.path.exists(os.path.join(SAVED_COMICS_DIR, code)):
+            return code
+
+# ======================================================
+# 🧠 GLOBAL GPU FUNCTIONS
+# ======================================================
+@spaces.GPU(duration=300)
+def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_pages):
+    print(f"🚀 GPU Task Started: {video_path} | Pages: {target_pages}")
+    
+    import cv2
+    import srt
+    import numpy as np
+    from backend.keyframes.keyframes import black_bar_crop
+    from backend.simple_color_enhancer import SimpleColorEnhancer
+    from backend.quality_color_enhancer import QualityColorEnhancer
+    from backend.subtitles.subs_real import get_real_subtitles
+    from backend.ai_bubble_placement import ai_bubble_placer
+    from backend.ai_enhanced_core import face_detector
+
+    cap = cv2.VideoCapture(video_path)
+    if not cap.isOpened(): raise Exception("Cannot open video")
+    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()
+
+    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 --> 00:00:04,000\n...\n")
+            
+    with open(user_srt, 'r', encoding='utf-8') as f:
+        try: all_subs = list(srt.parse(f.read()))
+        except: all_subs = []
+
+    valid_subs = [s for s in all_subs if s.content.strip()]
+    raw_moments = [{'text': s.content, 'start': s.start.total_seconds(), 'end': s.end.total_seconds()} for s in valid_subs]
+
+    if target_pages <= 0: target_pages = 1
+    panels_per_page = 5
+    total_panels_needed = target_pages * panels_per_page
+
+    selected_moments = []
+    if not raw_moments:
+        times = np.linspace(1, duration-1, total_panels_needed)
+        for t in times: selected_moments.append({'text': '', 'start': t, 'end': t+1})
+    elif len(raw_moments) <= total_panels_needed:
+        selected_moments = raw_moments
+    else:
+        indices = np.linspace(0, len(raw_moments) - 1, total_panels_needed, dtype=int)
+        selected_moments = [raw_moments[i] for i in indices]
+        
+    frame_metadata = {}
+    cap = cv2.VideoCapture(video_path)
+    count = 0
+    frame_files_ordered = []
+
+    for i, moment in enumerate(selected_moments):
+        mid = (moment['start'] + moment['end']) / 2
+        if mid > duration: mid = duration - 1
+        cap.set(cv2.CAP_PROP_POS_FRAMES, int(mid * fps))
+        ret, frame = cap.read()
+        if ret:
+            fname = f"frame_{count:04d}.png"
+            p = os.path.join(frames_dir, fname)
+            cv2.imwrite(p, frame)
+            os.sync() 
+            frame_metadata[fname] = {'dialogue': moment['text'], 'time': mid}
+            frame_files_ordered.append(fname)
+            count += 1
+    cap.release()
+
+    with open(metadata_path, 'w') as f: json.dump(frame_metadata, f, indent=2)
+        
+    try: black_bar_crop() 
+    except: pass
+
+    se = SimpleColorEnhancer()
+    qe = QualityColorEnhancer()
+
+    for f in frame_files_ordered:
+        p = os.path.join(frames_dir, f)
+        try: se.enhance_single(p, p)
+        except: pass
+        try: qe.enhance_single(p, p)
+        except: pass
+        
+    bubbles_list = []
+    for f in frame_files_ordered:
+        p = os.path.join(frames_dir, f)
+        dialogue = frame_metadata.get(f, {}).get('dialogue', '')
+        
+        b_type = 'speech'
+        if '(' in dialogue and ')' in dialogue: b_type = 'narration'
+        elif '!' in dialogue and dialogue.isupper(): b_type = 'reaction'
+        elif '?' in dialogue: b_type = 'speech'
+        
+        # Default offset
+        b = bubble(dialog=dialogue, bubble_offset_x=50, bubble_offset_y=50, type=b_type)
+        bubbles_list.append(b)
+            
+    pages = []
+    for i in range(target_pages):
+        start_idx = i * panels_per_page
+        end_idx = start_idx + panels_per_page
+        p_frames = frame_files_ordered[start_idx:end_idx]
+        p_bubbles = bubbles_list[start_idx:end_idx]
+        if p_frames:
+            pg_panels = [panel(image=f) for f in p_frames]
+            pages.append(Page(panels=pg_panels, bubbles=p_bubbles))
+
+    result = []
+    for pg in pages:
+        p_data = [p if isinstance(p, dict) else p.__dict__ for p in pg.panels]
+        b_data = [b if isinstance(b, dict) else b.__dict__ for b in pg.bubbles]
+        result.append({'panels': p_data, 'bubbles': b_data})
+        
+    return result
+
+@spaces.GPU
+def regen_frame_gpu(video_path, frames_dir, metadata_path, fname, direction):
+    import cv2
+    import json
+    from backend.simple_color_enhancer import SimpleColorEnhancer
+    
+    if not os.path.exists(metadata_path): return {"success": False, "message": "No metadata"}
+    with open(metadata_path, 'r') as f: meta = json.load(f)
+    if fname not in meta: return {"success": False, "message": "Frame not found"}
+
+    t = meta[fname]['time'] if isinstance(meta[fname], dict) else meta[fname]
+    cap = cv2.VideoCapture(video_path)
+    fps = cap.get(cv2.CAP_PROP_FPS) or 25
+    offset = (1.0/fps) * (1 if direction == 'forward' else -1)
+    new_t = max(0, t + offset)
+
+    cap.set(cv2.CAP_PROP_POS_MSEC, new_t * 1000)
+    ret, frame = cap.read()
+    cap.release()
+
+    if ret:
+        p = os.path.join(frames_dir, fname)
+        cv2.imwrite(p, frame)
+        os.sync()
+        try: SimpleColorEnhancer().enhance_single(p, p)
+        except: pass
+        
+        if isinstance(meta[fname], dict): meta[fname]['time'] = new_t
+        else: meta[fname] = new_t
+        with open(metadata_path, 'w') as f: json.dump(meta, f, indent=2)
+        return {"success": True, "message": f"Adjusted to {new_t:.2f}s"}
+    return {"success": False, "message": "End of video"}
+
+@spaces.GPU
+def get_frame_at_ts_gpu(video_path, frames_dir, metadata_path, fname, ts):
+    import cv2
+    import json
+    from backend.simple_color_enhancer import SimpleColorEnhancer
+    
+    cap = cv2.VideoCapture(video_path)
+    cap.set(cv2.CAP_PROP_POS_MSEC, float(ts) * 1000)
+    ret, frame = cap.read()
+    cap.release()
+
+    if ret:
+        p = os.path.join(frames_dir, fname)
+        cv2.imwrite(p, frame)
+        os.sync()
+        try: SimpleColorEnhancer().enhance_single(p, p)
+        except: pass
+        
+        if os.path.exists(metadata_path):
+            with open(metadata_path, 'r') as f: meta = json.load(f)
+            if fname in meta:
+                if isinstance(meta[fname], dict): meta[fname]['time'] = float(ts)
+                else: meta[fname] = float(ts)
+                with open(metadata_path, 'w') as f: json.dump(meta, f, indent=2)
+        return {"success": True, "message": f"Jumped to {ts}s"}
+    return {"success": False, "message": "Invalid timestamp"}
+
+# ======================================================
+# 💻 BACKEND CLASS
+# ======================================================
+class EnhancedComicGenerator:
+    def __init__(self, sid):
+        self.sid = sid
+        self.user_dir = os.path.join(BASE_USER_DIR, sid)
+        self.video_path = os.path.join(self.user_dir, 'uploaded.mp4')
+        self.frames_dir = os.path.join(self.user_dir, 'frames')
+        self.output_dir = os.path.join(self.user_dir, 'output')
+        os.makedirs(self.frames_dir, exist_ok=True)
+        os.makedirs(self.output_dir, exist_ok=True)
+        self.metadata_path = os.path.join(self.frames_dir, 'frame_metadata.json')
+
+    def cleanup(self):
+        if os.path.exists(self.frames_dir): shutil.rmtree(self.frames_dir)
+        if os.path.exists(self.output_dir): shutil.rmtree(self.output_dir)
+        os.makedirs(self.frames_dir, exist_ok=True)
+        os.makedirs(self.output_dir, exist_ok=True)
+
+    def run(self, target_pages):
+        try:
+            self.write_status("Waiting for GPU...", 5)
+            data = generate_comic_gpu(self.video_path, self.user_dir, self.frames_dir, self.metadata_path, int(target_pages))
+            with open(os.path.join(self.output_dir, 'pages.json'), 'w') as f:
+                json.dump(data, f, indent=2)
+            self.write_status("Complete!", 100)
+        except Exception as e:
+            traceback.print_exc()
+            self.write_status(f"Error: {str(e)}", -1)
+
+    def write_status(self, msg, prog):
+        with open(os.path.join(self.output_dir, 'status.json'), 'w') as f:
+            json.dump({'message': msg, 'progress': prog}, f)
+
+# ======================================================
+# 🌐 ROUTES & FULL UI
+# ======================================================
+INDEX_HTML = '''
+<!DOCTYPE html><html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>🎬 Enhanced 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=Bangers&family=Comic+Neue:wght@700&family=Gloria+Hallelujah&family=Lato&display=swap" rel="stylesheet"> <style> * { box-sizing: border-box; } body { background-color: #fdf6e3; font-family: 'Lato', sans-serif; color: #3d3d3d; margin: 0; min-height: 100vh; }
+    
+    #upload-container { display: flex; flex-direction:column; justify-content: center; align-items: center; min-height: 100vh; width: 100%; padding: 20px; }
+    .upload-box { max-width: 500px; width: 100%; padding: 40px; background: white; border-radius: 12px; box-shadow: 0 8px 30px rgba(0,0,0,0.12); text-align: center; }
+    
+    #editor-container { display: none; padding: 20px; width: 100%; box-sizing: border-box; padding-bottom: 100px; }
+    
+    h1 { color: #2c3e50; margin-bottom: 20px; font-weight: 600; }
+    .file-input { display: none; }
+    .file-label { display: block; padding: 15px; background: #2c3e50; color: white; border-radius: 8px; cursor: pointer; font-weight: bold; margin-bottom: 10px; transition:0.2s; }
+    .file-label:hover { background: #34495e; }
+    
+    .page-input-group { margin: 20px 0; text-align: left; }
+    .page-input-group label { font-weight: bold; font-size: 14px; display: block; margin-bottom: 5px; color: #333; }
+    .page-input-group input { width: 100%; padding: 12px; border: 2px solid #ddd; border-radius: 8px; font-size: 16px; box-sizing: border-box; }
+    
+    .submit-btn { width: 100%; padding: 15px; background: #e67e22; color: white; border: none; border-radius: 8px; font-size: 18px; font-weight: bold; cursor: pointer; transition: 0.2s; }
+    .submit-btn:hover { background: #d35400; }
+    .restore-btn { margin-top: 10px; background: #27ae60; color: white; padding: 12px; width: 100%; border: none; border-radius: 8px; cursor: pointer; font-weight: bold; }
+    
+    .load-section { margin-top: 30px; padding-top: 20px; border-top: 2px solid #eee; }
+    .load-input-group { display: flex; gap: 10px; margin-top: 10px; }
+    .load-input-group input { flex: 1; padding: 12px; border: 2px solid #ddd; border-radius: 8px; font-size: 16px; text-transform: uppercase; letter-spacing: 2px; text-align: center; }
+    .load-input-group button { padding: 12px 20px; background: #3498db; color: white; border: none; border-radius: 8px; cursor: pointer; font-weight: bold; }
+    
+    .loader { width: 120px; height: 20px; background: radial-gradient(circle 10px, #e67e22 100%, transparent 0); background-size: 20px 20px; animation: ball 1s infinite linear; margin: 20px auto; }
+    @keyframes ball { 0%{background-position:0 50%} 100%{background-position:100px 50%} }
+    
+    /* ========================================= */
+    /* 🎨 POLYGON TEMPLATE LAYOUT CSS (FIXED)  */
+    /* ========================================= */
+    
+    .comic-wrapper { max-width: 1050px; margin: 0 auto; }
+    .page-wrapper { margin: 30px auto; display: flex; flex-direction: column; align-items: center; }
+    .page-title { text-align: center; color: #333; margin-bottom: 10px; font-size: 18px; font-weight: bold; }
+    
+    .comic-page { 
+        background: white; 
+        width: 1000px; 
+        height: 710px; 
+        box-shadow: 0 4px 10px rgba(0,0,0,0.1); 
+        position: relative; 
+        z-index: 1;
+    }
+    
+    /* SPEECH BUBBLES - SIBLINGS to panels (higher z-index) */
+    .speech-bubble { 
+        position: absolute; display: flex; justify-content: center; align-items: center; 
+        /* AUTO SIZING FIX: Min dims but grow with text */
+        width: auto; height: auto; 
+        min-width: 80px; min-height: 50px;
+        max-width: 250px;
+        box-sizing: border-box; 
+        z-index: 200; 
+        cursor: move; font-family: 'Comic Neue', cursive; font-weight: bold; 
+        font-size: 13px; text-align: center; 
+        line-height: 1.2;
+        --tail-pos: 50%;
+        padding: 5px; /* Room for text */
+    }
+    
+    .panel { 
+        position: absolute; 
+        background: #eee; 
+        cursor: pointer; 
+        overflow: hidden; 
+        z-index: 10;
+        border: none;
+    }
+    .panel.selected { filter: brightness(0.9) sepia(0.2); outline: 3px solid #2196F3; z-index: 15; }
+    
+    /* OBJECT FIT FIX: Focus on Center Top (Faces) and Cover */
+    .panel img { 
+        width: 100%; 
+        height: 100%; 
+        object-fit: cover; 
+        object-position: center 20%; /* Prioritize upper center for faces */
+        transition: transform 0.1s ease-out; 
+        transform-origin: center center; 
+    }
+    .panel img.pannable { cursor: grab; }
+    .panel img.panning { cursor: grabbing; }
+
+    /* 
+       CALCULATED COORDINATES WITH 10PX GUTTER 
+    */
+
+    /* --- TIER 1 (Y: 0 - 350) --- */
+    .panel-0 {
+        top: 0; left: 0; width: 631px; height: 350px;
+        clip-path: polygon(0% 0%, 630.2px 0%, 583.2px 100%, 0% 100%);
+    }
+    .panel-1 {
+        top: 0; left: 593px; width: 407px; height: 350px;
+        clip-path: polygon(47.2px 0%, 100% 0%, 100% 100%, 0.2px 100%);
+    }
+
+    /* --- TIER 2 (Y: 360 - 710) --- */
+    .panel-2 {
+        top: 360px; left: 0; width: 322px; height: 350px;
+        clip-path: polygon(0% 0%, 288.2px 0%, 321.2px 100%, 0% 100%);
+    }
+    .panel-3 {
+        top: 360px; left: 298px; width: 364px; height: 350px;
+        clip-path: polygon(0.2px 0%, 314.2px 0%, 363.2px 100%, 33.2px 100%);
+    }
+    .panel-4 {
+        top: 360px; left: 622px; width: 378px; height: 350px;
+        clip-path: polygon(0.2px 0%, 100% 0%, 100% 100%, 49.2px 100%);
+    }
+    
+    .bubble-text { 
+        padding: 0.5em; 
+        /* TEXT OVERFLOW FIX */
+        overflow-wrap: break-word; 
+        word-wrap: break-word;
+        white-space: pre-wrap; 
+        position: relative; 
+        z-index: 5; 
+        pointer-events: none; 
+        user-select: none; 
+        width: 100%;
+        height: 100%;
+        display: flex;
+        align-items: center;
+        justify-content: center;
+        border-radius: inherit;
+    }
+    
+    .speech-bubble.selected { outline: 2px dashed #4CAF50; z-index: 201; }
+    .speech-bubble textarea { position: absolute; top:0; left:0; width:100%; height:100%; box-sizing:border-box; border:1px solid #4CAF50; background:rgba(255,255,255,0.95); text-align:center; padding:8px; z-index:102; resize:none; font: inherit; white-space: pre-wrap; }
+    
+    .speech-bubble.speech {
+        --b: 3em; --h: 1.8em; --t: 0.6; --p: var(--tail-pos, 50%); --r: 1.2em;
+        background: var(--bubble-fill-color, #4ECDC4);
+        color: var(--bubble-text-color, #fff);
+        padding: 0;
+        border-radius: var(--r) var(--r) min(var(--r), calc(100% - var(--p) - (1 - var(--t)) * var(--b) / 2)) min(var(--r), calc(var(--p) - (1 - var(--t)) * var(--b) / 2)) / var(--r);
+    }
+    .speech-bubble.speech:before {
+        content: ""; position: absolute; width: var(--b); height: var(--h);
+        background: inherit; border-bottom-left-radius: 100%; pointer-events: none; z-index: 1;
+        -webkit-mask: radial-gradient(calc(var(--t)*100%) 105% at 100% 0,#0000 99%,#000 101%);
+        mask: radial-gradient(calc(var(--t)*100%) 105% at 100% 0,#0000 99%,#000 101%);
+    }
+    
+    .speech-bubble.speech.tail-bottom:before { top: 100%; left: clamp(0%, calc(var(--p) - (1 - var(--t)) * var(--b) / 2), calc(100% - (1 - var(--t)) * var(--b))); }
+    .speech-bubble.speech.tail-top { border-radius: min(var(--r), calc(var(--p) - (1 - var(--t)) * var(--b) / 2)) min(var(--r), calc(100% - var(--p) - (1 - var(--t)) * var(--b) / 2)) var(--r) var(--r) / var(--r); }
+    .speech-bubble.speech.tail-left { border-radius: var(--r); }
+    .speech-bubble.speech.tail-left:before { right: 100%; top: clamp(0%, calc(var(--p) - (1 - var(--t)) * var(--b) / 2), calc(100% - (1 - var(--t)) * var(--b))); transform: rotate(90deg); transform-origin: top right; }
+    .speech-bubble.speech.tail-right { border-radius: var(--r); }
+    .speech-bubble.speech.tail-right:before { left: 100%; top: clamp(0%, calc(var(--p) - (1 - var(--t)) * var(--b) / 2), calc(100% - (1 - var(--t)) * var(--b))); transform: rotate(-90deg); transform-origin: top left; }
+    
+    .speech-bubble.thought { background: white; border: 2px dashed #555; color: #333; border-radius: 50%; }
+    .speech-bubble.thought::before { display:none; } 
+    .thought-dot { position: absolute; background-color: white; border: 2px solid #555; border-radius: 50%; z-index: -1; }
+    .thought-dot-1 { width: 20px; height: 20px; }
+    .thought-dot-2 { width: 12px; height: 12px; }
+    
+    .speech-bubble.thought.pos-bl .thought-dot-1 { left: 20px; bottom: -20px; }
+    .speech-bubble.thought.pos-bl .thought-dot-2 { left: 10px; bottom: -32px; }
+    .speech-bubble.thought.pos-br .thought-dot-1 { right: 20px; bottom: -20px; }
+    .speech-bubble.thought.pos-br .thought-dot-2 { right: 10px; bottom: -32px; }
+    .speech-bubble.thought.pos-tr .thought-dot-1 { right: 20px; top: -20px; }
+    .speech-bubble.thought.pos-tr .thought-dot-2 { right: 10px; top: -32px; }
+    .speech-bubble.thought.pos-tl .thought-dot-1 { left: 20px; top: -20px; }
+    .speech-bubble.thought.pos-tl .thought-dot-2 { left: 10px; top: -32px; }
+    
+    .speech-bubble.reaction { background: #FFD700; border: 3px solid #E53935; color: #D32F2F; font-weight: 900; text-transform: uppercase; clip-path: polygon(0% 25%, 17% 21%, 17% 0%, 31% 16%, 50% 4%, 69% 16%, 83% 0%, 83% 21%, 100% 25%, 85% 45%, 95% 62%, 82% 79%, 100% 97%, 79% 89%, 60% 98%, 46% 82%, 27% 95%, 15% 78%, 5% 62%, 15% 45%); }
+    .speech-bubble.narration { background: #FAFAFA; border: 2px solid #BDBDBD; color: #424242; border-radius: 3px; }
+    
+    .resize-handle { position: absolute; width: 10px; height: 10px; background: #2196F3; border: 1px solid white; border-radius: 50%; display: none; z-index: 11; }
+    .speech-bubble.selected .resize-handle { display: block; }
+    .resize-handle.se { bottom: -5px; right: -5px; cursor: se-resize; }
+    .resize-handle.sw { bottom: -5px; left: -5px; cursor: sw-resize; }
+    .resize-handle.ne { top: -5px; right: -5px; cursor: ne-resize; }
+    .resize-handle.nw { top: -5px; left: -5px; cursor: nw-resize; }
+    
+    /* CONTROLS */
+    .edit-controls { position: fixed; bottom: 20px; right: 20px; width: 260px; background: rgba(44, 62, 80, 0.95); color: white; padding: 15px; border-radius: 8px; box-shadow: 0 5px 15px rgba(0,0,0,0.3); z-index: 900; font-size: 13px; max-height: 90vh; overflow-y: auto; }
+    .edit-controls h4 { margin: 0 0 10px 0; color: #4ECDC4; text-align: center; }
+    .control-group { margin-top: 10px; border-top: 1px solid #555; padding-top: 10px; }
+    .control-group label { font-size: 11px; font-weight: bold; display: block; margin-bottom: 3px; }
+    button, input, select { width: 100%; margin-top: 5px; padding: 6px; border-radius: 4px; border: 1px solid #ddd; cursor: pointer; font-weight: bold; font-size: 12px; }
+    .button-grid { display: grid; grid-template-columns: 1fr 1fr; gap: 5px; }
+    .color-grid { display: grid; grid-template-columns: 1fr 1fr; gap: 5px; }
+    .slider-container { display: flex; align-items: center; gap: 5px; margin-top: 5px; }
+    .slider-container label { min-width: 40px; font-size: 11px; }
+    .action-btn { background: #4CAF50; color: white; }
+    .reset-btn { background: #e74c3c; color: white; }
+    .secondary-btn { background: #f39c12; color: white; }
+    .export-btn { background: #2196F3; color: white; }
+    .save-btn { background: #9b59b6; color: white; }
+    .undo-btn { background: #7f8c8d; color: white; margin-bottom: 5px; }
+    
+    /* MODAL */
+    .modal-overlay { position: fixed; top: 0; left: 0; width: 100%; height: 100%; background: rgba(0,0,0,0.7); display: none; justify-content: center; align-items: center; z-index: 9999; }
+    .modal-content { background: white; padding: 30px; border-radius: 12px; max-width: 400px; width: 90%; text-align: center; }
+    .modal-content .code { font-size: 32px; font-weight: bold; letter-spacing: 4px; background: #f0f0f0; padding: 15px 25px; border-radius: 8px; display: inline-block; margin: 15px 0; font-family: monospace; user-select: all; }
+    .modal-content button { background: #3498db; color: white; border: none; padding: 12px 30px; border-radius: 8px; cursor: pointer; font-weight: bold; margin: 5px; }
+</style>
+</head> <body> <div id="upload-container"> <div class="upload-box"> <h1>🎬 Enhanced Comic Generator</h1> <input type="file" id="file-upload" class="file-input" onchange="document.getElementById('fn').innerText=this.files[0].name"> <label for="file-upload" class="file-label">📁 Choose Video File</label> <span id="fn" style="margin-bottom:10px; display:block; color:#666;">No file selected</span>
+        <div class="page-input-group">
+            <label>📚 Total Comic Pages:</label>
+            <input type="number" id="page-count" value="3" min="1" max="15" placeholder="e.g. 3 (Video will be divided evenly)">
+            <small style="color:#666; font-size:11px; display:block; margin-top:5px;">System calculates 5 panels per page (Polygon Layout).</small>
+        </div>
+        
+        <button class="submit-btn" onclick="upload()">🚀 Generate Comic</button>
+        <button id="restore-draft-btn" class="restore-btn" style="display:none; margin-top:15px;" onclick="restoreDraft()">📂 Restore Unsaved Draft</button>
+        
+        <div class="load-section">
+            <h3>📥 Load Saved Comic</h3>
+            <div class="load-input-group">
+                <input type="text" id="load-code-input" placeholder="SAVE CODE" maxlength="8" style="text-transform:uppercase;">
+                <button onclick="loadSavedComic()">Load</button>
+            </div>
+        </div>
+        <div class="loading-view" id="loading-view" style="display:none; margin-top:20px;">
+            <div class="loader" style="margin:0 auto;"></div>
+            <p id="status-text" style="margin-top:10px;">Starting...</p>
+        </div>
+    </div>
+</div>
+<div id="editor-container">
+    <div class="comic-wrapper" id="comic-container"></div>
+    <input type="file" id="image-uploader" style="display: none;" accept="image/*">
+    <div class="edit-controls">
+        <h4>✏️ Interactive Editor</h4>
+        
+        <button onclick="undoLastAction()" class="undo-btn">↩️ Undo</button>
+        
+        <div class="control-group">
+            <label>💾 Save & Load:</label>
+            <button onclick="saveComic()" class="save-btn">💾 Save Comic</button>
+            <div id="current-save-code" style="display:none; margin-top:5px; text-align:center;">
+                <span id="display-save-code" style="font-weight:bold; background:#eee; padding:2px 5px; border-radius:3px;"></span>
+                <button onclick="copyCode()" style="padding:2px; width:auto; font-size:10px;">Copy</button>
+            </div>
+        </div>
+        
+        <div class="control-group">
+            <label>💬 Bubble Styling:</label>
+            <select id="bubble-type-select" onchange="changeBubbleType(this.value)" disabled>
+                <option value="speech">Speech</option>
+                <option value="thought">Thought</option>
+                <option value="reaction">Reaction (Shout)</option>
+                <option value="narration">Narration (Box)</option>
+            </select>
+            <select id="font-select" onchange="changeFont(this.value)" disabled>
+                <option value="'Comic Neue', cursive">Comic Neue</option>
+                <option value="'Bangers', cursive">Bangers</option>
+                <option value="'Gloria Hallelujah', cursive">Gloria</option>
+                <option value="'Lato', sans-serif">Lato</option>
+            </select>
+            <div class="color-grid">
+                <div><label>Text</label><input type="color" id="bubble-text-color" value="#ffffff" disabled></div>
+                <div><label>Fill</label><input type="color" id="bubble-fill-color" value="#4ECDC4" disabled></div>
+            </div>
+            <div class="button-grid">
+                <button onclick="addBubble()" class="action-btn">Add</button>
+                <button onclick="deleteBubble()" class="reset-btn">Delete</button>
+            </div>
+        </div>
+        
+        <div class="control-group" id="tail-controls" style="display:none;">
+            <label>📐 Tail Adjustment:</label>
+            <button onclick="rotateTail()" class="secondary-btn">🔄 Rotate Side</button>
+            <div class="slider-container">
+                <label>Pos:</label>
+                <input type="range" id="tail-slider" min="10" max="90" value="50" oninput="slideTail(this.value)">
+            </div>
+        </div>
+        
+        <div class="control-group">
+            <label>🖼️ Panel Tools:</label>
+            <button onclick="replacePanelImage()" class="action-btn">🖼️ Replace Image</button>
+            <div class="button-grid">
+                <button onclick="adjustFrame('backward')" class="secondary-btn" id="prev-btn">⬅️ Prev</button>
+                <button onclick="adjustFrame('forward')" class="action-btn" id="next-btn">Next ➡️</button>
+            </div>
+            <div class="timestamp-controls">
+                <input type="text" id="timestamp-input" placeholder="mm:ss or secs">
+                <button onclick="gotoTimestamp()" class="action-btn" id="go-btn">Go</button>
+            </div>
+        </div>
+        
+        <div class="control-group">
+            <label>🔍 Zoom & Pan:</label>
+            <div class="button-grid">
+                <button onclick="resetPanelTransform()" class="secondary-btn">Reset</button>
+                <input type="range" id="zoom-slider" min="100" max="300" value="100" step="5" disabled oninput="handleZoom(this)">
+            </div>
+        </div>
+        
+        <div class="control-group">
+            <button onclick="exportComic()" class="export-btn">📥 Export as PNG</button>
+            <button onclick="goBackToUpload()" class="reset-btn" style="margin-top:10px;">🏠 Home</button>
+        </div>
+    </div>
+</div>
+<div class="modal-overlay" id="save-modal">
+    <div class="modal-content">
+        <h2>✅ Comic Saved!</h2>
+        <div class="code" id="modal-save-code">XXXXXXXX</div>
+        <button onclick="copyModalCode()">📋 Copy Code</button>
+        <button class="close-btn" onclick="closeModal()">Close</button>
+    </div>
+</div>
+<script>
+    function genUUID(){ return 'xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx'.replace(/[xy]/g,c=>{var r=Math.random()*16|0,v=c=='x'?r:(r&0x3|0x8);return v.toString(16);}); }
+    let sid = localStorage.getItem('comic_sid') || genUUID();
+    localStorage.setItem('comic_sid', sid);
+    
+    let currentSaveCode = null;
+    let isProcessing = false;
+    let interval, selectedBubble = null, selectedPanel = null;
+    let isDragging = false, isResizing = false, isPanning = false;
+    let startX, startY, initX, initY, panStartX, panStartY, panStartTx, panStartTy;
+    let resizeHandle, originalWidth, originalHeight, originalMouseX, originalMouseY;
+    let currentlyEditing = null;
+    
+    // UNDO SYSTEM
+    let historyStack = [];
+    let historyIndex = -1;
+    function addToHistory() {
+        if (historyIndex < historyStack.length - 1) {
+            historyStack = historyStack.slice(0, historyIndex + 1);
+        }
+        const state = JSON.stringify(getCurrentState());
+        if (historyStack.length > 0 && historyStack[historyStack.length - 1] === state) return;
+        
+        historyStack.push(state);
+        historyIndex++;
+        
+        if (historyStack.length > 30) {
+            historyStack.shift();
+            historyIndex--;
+        }
+    }
+    function undoLastAction() {
+        if (historyIndex > 0) {
+            historyIndex--;
+            const previousState = JSON.parse(historyStack[historyIndex]);
+            renderFromState(previousState);
+            saveDraft(false); 
+        }
+    }
+    
+    if(localStorage.getItem('comic_draft_'+sid)) document.getElementById('restore-draft-btn').style.display = 'block';
+    
+    function showSaveModal(code) { document.getElementById('modal-save-code').textContent = code; document.getElementById('save-modal').style.display = 'flex'; }
+    function closeModal() { document.getElementById('save-modal').style.display = 'none'; }
+    function copyModalCode() { navigator.clipboard.writeText(document.getElementById('modal-save-code').textContent).then(() => alert('Code copied!')); }
+    function copyCode() { if(currentSaveCode) navigator.clipboard.writeText(currentSaveCode).then(() => alert('Code copied!')); }
+    
+    function setProcessing(busy) {
+        isProcessing = busy;
+        const btns = ['prev-btn', 'next-btn', 'go-btn'];
+        btns.forEach(id => {
+            const el = document.getElementById(id);
+            if(el) { el.disabled = busy; el.style.opacity = busy ? '0.5' : '1'; el.innerText = busy ? '⏳' : el.getAttribute('data-txt') || el.innerText; }
+        });
+    }
+    async function saveComic() {
+        const state = getCurrentState();
+        if(!state || state.length === 0) { alert('No comic to save!'); return; }
+        try {
+            const r = await fetch(`/save_comic?sid=${sid}`, { method: 'POST', headers: {'Content-Type': 'application/json'}, body: JSON.stringify({ pages: state, savedAt: new Date().toISOString() }) });
+            const d = await r.json();
+            if(d.success) { currentSaveCode = d.code; document.getElementById('display-save-code').textContent = d.code; document.getElementById('current-save-code').style.display = 'block'; showSaveModal(d.code); saveDraft(false); } 
+            else { alert('Failed to save: ' + d.message); }
+        } catch(e) { console.error(e); alert('Error saving comic'); }
+    }
+    
+    async function loadSavedComic() {
+        const code = document.getElementById('load-code-input').value.trim().toUpperCase();
+        if(!code || code.length < 4) { alert('Invalid code'); return; }
+        try {
+            const r = await fetch(`/load_comic/${code}`);
+            const d = await r.json();
+            if(d.success) { currentSaveCode = code; sid = d.originalSid || sid; localStorage.setItem('comic_sid', sid); renderFromState(d.pages); document.getElementById('upload-container').style.display = 'none'; document.getElementById('editor-container').style.display = 'block'; document.getElementById('display-save-code').textContent = code; document.getElementById('current-save-code').style.display = 'block'; saveDraft(true); } 
+            else { alert('Load failed: ' + d.message); }
+        } catch(e) { console.error(e); alert('Error loading comic.'); }
+    }
+    
+    function restoreDraft() {
+        try {
+            const state = JSON.parse(localStorage.getItem('comic_draft_'+sid));
+            if(state.saveCode) { currentSaveCode = state.saveCode; document.getElementById('display-save-code').textContent = state.saveCode; document.getElementById('current-save-code').style.display = 'block'; }
+            renderFromState(state.pages || state);
+            document.getElementById('upload-container').style.display = 'none';
+            document.getElementById('editor-container').style.display = 'block';
+            addToHistory();
+        } catch(e) { console.error(e); alert("Failed to restore."); }
+    }
+    
+    // UPDATED STATE RETRIEVAL
+    function getCurrentState() {
+        const pages = [];
+        document.querySelectorAll('.comic-page').forEach(p => {
+            const panels = [];
+            const bubbles = []; // Page-level bubbles
+            
+            p.querySelectorAll('.panel').forEach(pan => {
+                const img = pan.querySelector('img');
+                panels.push({ 
+                    src: img.src, 
+                    zoom: img.dataset.zoom, tx: img.dataset.translateX, ty: img.dataset.translateY,
+                    bubbles: [] // Legacy structure kept empty
+                });
+            });
+            
+            p.querySelectorAll('.speech-bubble').forEach(b => {
+                const textEl = b.querySelector('.bubble-text');
+                bubbles.push({ 
+                    text: textEl ? textEl.textContent : '', 
+                    left: b.style.left, top: b.style.top, width: b.style.width, height: b.style.height, 
+                    classes: b.className.replace(' selected', ''), 
+                    type: b.dataset.type, font: b.style.fontFamily,
+                    tailPos: b.style.getPropertyValue('--tail-pos'),
+                    colors: { fill: b.style.getPropertyValue('--bubble-fill-color'), text: b.style.getPropertyValue('--bubble-text-color') }
+                });
+            });
+            
+            pages.push({ panels: panels, pageBubbles: bubbles });
+        });
+        return pages;
+    }
+    
+    function saveDraft(recordHistory = true) { 
+        if(recordHistory) addToHistory();
+        localStorage.setItem('comic_draft_'+sid, JSON.stringify({ pages: getCurrentState(), saveCode: currentSaveCode, savedAt: new Date().toISOString() })); 
+    }
+    
+    function renderFromState(pagesData) {
+        const con = document.getElementById('comic-container'); con.innerHTML = '';
+        pagesData.forEach((page, pageIdx) => {
+            const pageWrapper = document.createElement('div'); pageWrapper.className = 'page-wrapper';
+            const pageTitle = document.createElement('h2'); pageTitle.className = 'page-title'; pageTitle.textContent = `Page ${pageIdx + 1}`;
+            pageWrapper.appendChild(pageTitle);
+            
+            const div = document.createElement('div'); 
+            div.className = 'comic-page'; 
+            
+            // 1. Render Panels
+            page.panels.forEach((pan, idx) => {
+                const pDiv = document.createElement('div'); 
+                const posClass = `panel-${idx % 5}`;
+                pDiv.className = `panel ${posClass}`;
+                
+                pDiv.onclick = (e) => { e.stopPropagation(); selectPanel(pDiv); };
+                const img = document.createElement('img');
+                img.src = pan.src.includes('?') ? pan.src : pan.src + `?sid=${sid}`; 
+                img.dataset.zoom = pan.zoom || 100; img.dataset.translateX = pan.tx || 0; img.dataset.translateY = pan.ty || 0;
+                updateImageTransform(img);
+                img.onmousedown = (e) => startPan(e, img);
+                pDiv.appendChild(img);
+                
+                // Legacy support for old saves
+                (pan.bubbles || []).forEach(bData => { 
+                    const b = createBubbleHTML(bData);
+                    div.appendChild(b);
+                });
+                
+                div.appendChild(pDiv);
+            });
+            
+            // 2. Render Page-Level Bubbles
+            if(page.pageBubbles) {
+                page.pageBubbles.forEach(bData => {
+                    div.appendChild(createBubbleHTML(bData));
+                });
+            }
+            
+            // Bind click to deselect
+            div.onclick = (e) => {
+                if(e.target === div) {
+                    if(selectedBubble) selectedBubble.classList.remove('selected'); selectedBubble = null;
+                    if(selectedPanel) selectedPanel.classList.remove('selected'); selectedPanel = null;
+                }
+            }
+            
+            pageWrapper.appendChild(div); 
+            con.appendChild(pageWrapper);
+        });
+        selectedBubble = null;
+        selectedPanel = null;
+        document.getElementById('bubble-type-select').disabled = true;
+        document.getElementById('font-select').disabled = true;
+    }
+    
+    async function upload() {
+        const f = document.getElementById('file-upload').files[0];
+        const pCount = document.getElementById('page-count').value;
+        if(!f) return alert("Select a video");
+        sid = genUUID(); localStorage.setItem('comic_sid', sid); currentSaveCode = null;
+        document.querySelector('.upload-box').style.display='none'; 
+        document.getElementById('loading-view').style.display='flex';
+        const fd = new FormData(); fd.append('file', f); fd.append('target_pages', pCount); 
+        const r = await fetch(`/uploader?sid=${sid}`, {method:'POST', body:fd});
+        if(r.ok) interval = setInterval(checkStatus, 2000);
+        else { alert("Upload failed"); location.reload(); }
+    }
+    
+    async function checkStatus() {
+        try {
+            const r = await fetch(`/status?sid=${sid}`); const d = await r.json();
+            document.getElementById('status-text').innerText = d.message;
+            if(d.progress >= 100) { clearInterval(interval); document.getElementById('upload-container').style.display='none'; document.getElementById('editor-container').style.display='block'; loadNewComic(); }
+            else if (d.progress < 0) { clearInterval(interval); document.getElementById('status-text').textContent = "Error: " + d.message; document.querySelector('.loader').style.display = 'none'; }
+        } catch(e) {}
+    }
+    
+    function loadNewComic() {
+        fetch(`/output/pages.json?sid=${sid}`).then(r=>r.json()).then(data => {
+            // Convert Backend Data (Bubbles in Panels) to Frontend Data (Page Bubbles)
+            const cleanData = data.map((p, pi) => {
+                const panels = [];
+                const pageBubbles = [];
+                
+                // Panel Geometry for Default Bubble Placement
+                const panelCenters = [
+                    {x: 315, y: 175}, // 0
+                    {x: 790, y: 175}, // 1
+                    {x: 160, y: 535}, // 2
+                    {x: 480, y: 535}, // 3
+                    {x: 800, y: 535}  // 4
+                ];
+
+                p.panels.forEach((pan, j) => {
+                    panels.push({
+                        src: `/frames/${pan.image}?sid=${sid}`,
+                        bubbles: []
+                    });
+                    
+                    if(p.bubbles && p.bubbles[j] && p.bubbles[j].dialog) {
+                        const center = panelCenters[j % 5] || {x:500, y:350};
+                        pageBubbles.push({
+                            text: p.bubbles[j].dialog,
+                            left: (center.x - 75) + 'px', 
+                            top: (center.y - 40) + 'px',
+                            type: (p.bubbles[j].type || 'speech'),
+                            classes: `speech-bubble ${p.bubbles[j].type || 'speech'} tail-bottom`
+                        });
+                    }
+                });
+                return { panels: panels, pageBubbles: pageBubbles };
+            });
+            renderFromState(cleanData); saveDraft(true);
+        });
+    }
+    
+    function createBubbleHTML(data) {
+        const b = document.createElement('div');
+        const type = data.type || 'speech';
+        b.className = data.classes || `speech-bubble ${type} tail-bottom`;
+        if (type === 'thought' && !b.className.includes('pos-')) b.className += ' pos-bl'; 
+        
+        b.dataset.type = type;
+        b.style.left = data.left; b.style.top = data.top;
+        // Allow auto width/height if not explicitly set (or remove fixed dims if present)
+        // We set basic styles but let CSS handle content sizing
+        if(data.font) b.style.fontFamily = data.font;
+        if(data.colors) { b.style.setProperty('--bubble-fill-color', data.colors.fill || '#4ECDC4'); b.style.setProperty('--bubble-text-color', data.colors.text || '#ffffff'); }
+        if(data.tailPos) b.style.setProperty('--tail-pos', data.tailPos);
+        
+        const textSpan = document.createElement('span'); textSpan.className = 'bubble-text'; textSpan.textContent = data.text || ''; b.appendChild(textSpan);
+        
+        if(type === 'thought') { for(let i=1; i<=2; i++){ const d = document.createElement('div'); d.className = `thought-dot thought-dot-${i}`; b.appendChild(d); } }
+        
+        ['nw', 'ne', 'sw', 'se'].forEach(dir => { const handle = document.createElement('div'); handle.className = `resize-handle ${dir}`; handle.onmousedown = (e) => startResize(e, dir); b.appendChild(handle); });
+        
+        b.onmousedown = (e) => { 
+            if(e.target.classList.contains('resize-handle')) return; 
+            e.stopPropagation(); selectBubble(b); isDragging = true; startX = e.clientX; startY = e.clientY; initX = b.offsetLeft; initY = b.offsetTop; 
+        };
+        b.onclick = (e) => { e.stopPropagation(); };
+        b.ondblclick = (e) => { e.stopPropagation(); editBubbleText(b); };
+        return b;
+    }
+    
+    function editBubbleText(bubble) {
+        if (currentlyEditing) return; currentlyEditing = bubble;
+        const textSpan = bubble.querySelector('.bubble-text'); const textarea = document.createElement('textarea');
+        textarea.value = textSpan.textContent; bubble.appendChild(textarea); textSpan.style.display = 'none'; textarea.focus();
+        const finishEditing = () => { 
+            textSpan.textContent = textarea.value; textarea.remove(); textSpan.style.display = ''; currentlyEditing = null; 
+            saveDraft(true); 
+        };
+        textarea.addEventListener('blur', finishEditing, { once: true });
+        textarea.addEventListener('keydown', e => { if (e.key === 'Enter' && !e.shiftKey) { e.preventDefault(); textarea.blur(); } });
+    }
+    
+    document.addEventListener('mousemove', (e) => { 
+        if(isDragging && selectedBubble) { selectedBubble.style.left = (initX + e.clientX - startX) + 'px'; selectedBubble.style.top = (initY + e.clientY - startY) + 'px'; } 
+        if(isResizing && selectedBubble) { resizeBubble(e); } 
+        if(isPanning && selectedPanel) { panImage(e); }
+    });
+    
+    document.addEventListener('mouseup', () => { 
+        if(isDragging || isResizing || isPanning) {
+            saveDraft(true);
+        }
+        isDragging = false; isResizing = false; isPanning = false; 
+    });
+    
+    function startResize(e, dir) { e.preventDefault(); e.stopPropagation(); isResizing = true; resizeHandle = dir; const rect = selectedBubble.getBoundingClientRect(); originalWidth = rect.width; originalHeight = rect.height; originalMouseX = e.clientX; originalMouseY = e.clientY; }
+    function resizeBubble(e) { if (!isResizing || !selectedBubble) return; const dx = e.clientX - originalMouseX; const dy = e.clientY - originalMouseY; if(resizeHandle.includes('e')) selectedBubble.style.width = (originalWidth + dx)+'px'; if(resizeHandle.includes('s')) selectedBubble.style.height = (originalHeight + dy)+'px'; }
+    
+    function selectBubble(el) { 
+        if(selectedBubble) selectedBubble.classList.remove('selected'); 
+        if(selectedPanel) { selectedPanel.classList.remove('selected'); selectedPanel = null; } 
+        selectedBubble = el; el.classList.add('selected'); 
+        document.getElementById('bubble-type-select').disabled = false;
+        document.getElementById('font-select').disabled = false;
+        document.getElementById('bubble-text-color').disabled = false;
+        document.getElementById('bubble-fill-color').disabled = false;
+        document.getElementById('tail-controls').style.display = 'block';
+        document.getElementById('bubble-type-select').value = el.dataset.type || 'speech';
+    }
+    
+    function selectPanel(el) { 
+        if(selectedPanel) selectedPanel.classList.remove('selected'); 
+        if(selectedBubble) { selectedBubble.classList.remove('selected'); selectedBubble = null; } 
+        selectedPanel = el; el.classList.add('selected'); 
+        document.getElementById('zoom-slider').disabled = false;
+        const img = el.querySelector('img');
+        document.getElementById('zoom-slider').value = img.dataset.zoom || 100;
+        document.getElementById('bubble-type-select').disabled = true;
+        document.getElementById('font-select').disabled = true;
+        document.getElementById('tail-controls').style.display = 'none';
+    }
+    
+    function addBubble() { 
+        if(!selectedPanel) return alert("Select a panel to define which page to add to."); 
+        const pageDiv = selectedPanel.parentElement;
+        const b = createBubbleHTML({ text: "Text", left: "50px", top: "50px", type: 'speech', classes: "speech-bubble speech tail-bottom" }); 
+        pageDiv.appendChild(b); selectBubble(b); saveDraft(true); 
+    }
+    
+    function deleteBubble() { 
+        if(!selectedBubble) return alert("Select a bubble"); 
+        selectedBubble.remove(); selectedBubble=null; saveDraft(true); 
+    }
+    
+    function changeBubbleType(type) {
+        if(!selectedBubble) return;
+        selectedBubble.dataset.type = type;
+        selectedBubble.className = 'speech-bubble ' + type + ' selected';
+        
+        if(type === 'thought') selectedBubble.classList.add('pos-bl');
+        else selectedBubble.classList.add('tail-bottom'); 
+        
+        selectedBubble.querySelectorAll('.thought-dot').forEach(d=>d.remove());
+        if(type === 'thought') { for(let i=1; i<=2; i++){ const d = document.createElement('div'); d.className = `thought-dot thought-dot-${i}`; selectedBubble.appendChild(d); } }
+        saveDraft(true);
+    }
+    
+    function changeFont(font) { if(!selectedBubble) return; selectedBubble.style.fontFamily = font; saveDraft(true); }
+    
+    function rotateTail() {
+        if(!selectedBubble) return;
+        const type = selectedBubble.dataset.type;
+        
+        if(type === 'speech') {
+            const positions = ['tail-bottom', 'tail-right', 'tail-top', 'tail-left'];
+            let current = 0;
+            positions.forEach((pos, i) => { if(selectedBubble.classList.contains(pos)) current = i; });
+            selectedBubble.classList.remove(positions[current]);
+            selectedBubble.classList.add(positions[(current + 1) % 4]);
+        } 
+        else if (type === 'thought') {
+            const positions = ['pos-bl', 'pos-br', 'pos-tr', 'pos-tl'];
+            let current = 0;
+            positions.forEach((pos, i) => { if(selectedBubble.classList.contains(pos)) current = i; });
+            selectedBubble.classList.remove(positions[current]);
+            selectedBubble.classList.add(positions[(current + 1) % 4]);
+        }
+        saveDraft(true);
+    }
+    
+    function slideTail(v) { if(selectedBubble) { selectedBubble.style.setProperty('--tail-pos', v+'%'); saveDraft(true); } }
+    
+    document.getElementById('bubble-text-color').addEventListener('change', (e) => { if(selectedBubble) { selectedBubble.style.setProperty('--bubble-text-color', e.target.value); saveDraft(true); } });
+    document.getElementById('bubble-fill-color').addEventListener('change', (e) => { if(selectedBubble) { selectedBubble.style.setProperty('--bubble-fill-color', e.target.value); saveDraft(true); } });
+    
+    function handleZoom(el) { if(!selectedPanel) return; const img = selectedPanel.querySelector('img'); img.dataset.zoom = el.value; updateImageTransform(img); }
+    document.getElementById('zoom-slider').addEventListener('change', () => saveDraft(true));
+    function startPan(e, img) { if(parseFloat(img.dataset.zoom || 100) <= 100) return; e.preventDefault(); isPanning = true; selectedPanel = img.closest('.panel'); panStartX = e.clientX; panStartY = e.clientY; panStartTx = parseFloat(img.dataset.translateX || 0); panStartTy = parseFloat(img.dataset.translateY || 0); img.classList.add('panning'); }
+    function panImage(e) { if(!isPanning || !selectedPanel) return; const img = selectedPanel.querySelector('img'); img.dataset.translateX = panStartTx + (e.clientX - panStartX); img.dataset.translateY = panStartTy + (e.clientY - panStartY); updateImageTransform(img); }
+    function updateImageTransform(img) { const z = (img.dataset.zoom || 100) / 100; const x = img.dataset.translateX || 0; const y = img.dataset.translateY || 0; img.style.transform = `translateX(${x}px) translateY(${y}px) scale(${z})`; img.classList.toggle('pannable', z > 1); }
+    function resetPanelTransform() { if(!selectedPanel) return alert("Select a panel"); const img = selectedPanel.querySelector('img'); img.dataset.zoom = 100; img.dataset.translateX = 0; img.dataset.translateY = 0; document.getElementById('zoom-slider').value = 100; updateImageTransform(img); saveDraft(true); }
+    
+    function replacePanelImage() { if(!selectedPanel) return alert("Select a panel"); const inp = document.getElementById('image-uploader'); inp.onchange = async (e) => { const fd = new FormData(); fd.append('image', e.target.files[0]); const img = selectedPanel.querySelector('img'); const r = await fetch(`/replace_panel?sid=${sid}`, {method:'POST', body:fd}); const d = await r.json(); if(d.success) { img.src = `/frames/${d.new_filename}?sid=${sid}`; saveDraft(true); } inp.value = ''; }; inp.click(); }
+    async function adjustFrame(dir) { if(isProcessing) return; if(!selectedPanel) return alert("Select a panel"); const img = selectedPanel.querySelector('img'); let fname = img.src.split('/').pop().split('?')[0]; setProcessing(true); img.style.opacity = '0.5'; try { const r = await fetch(`/regenerate_frame?sid=${sid}`, { method:'POST', headers:{'Content-Type':'application/json'}, body:JSON.stringify({filename:fname, direction:dir}) }); const d = await r.json(); if(d.success) { img.src = `/frames/${fname}?sid=${sid}&t=${Date.now()}`; } else { alert('Error: ' + d.message); } } catch(e) { console.error(e); } img.style.opacity = '1'; setProcessing(false); saveDraft(true); }
+    async function gotoTimestamp() { if(isProcessing) return; if(!selectedPanel) return alert("Select a panel"); let v = document.getElementById('timestamp-input').value.trim(); if(!v) return; if(v.includes(':')) { let p = v.split(':'); v = parseInt(p[0]) * 60 + parseFloat(p[1]); } else { v = parseFloat(v); } if(isNaN(v)) return alert("Invalid time"); const img = selectedPanel.querySelector('img'); let fname = img.src.split('/').pop().split('?')[0]; setProcessing(true); img.style.opacity = '0.5'; try { const r = await fetch(`/goto_timestamp?sid=${sid}`, { method:'POST', headers:{'Content-Type':'application/json'}, body:JSON.stringify({filename:fname, timestamp:v}) }); const d = await r.json(); if(d.success) { img.src = `/frames/${fname}?sid=${sid}&t=${Date.now()}`; document.getElementById('timestamp-input').value = ''; } else { alert('Error: ' + d.message); } } catch(e) { console.error(e); } img.style.opacity = '1'; setProcessing(false); saveDraft(true); }
+    
+    async function exportComic() { 
+        const pgs = document.querySelectorAll('.comic-page'); 
+        if(pgs.length === 0) return alert("No pages found"); 
+        
+        // Remove selection highlights
+        if(selectedBubble) selectedBubble.classList.remove('selected');
+        if(selectedPanel) selectedPanel.classList.remove('selected');
+        alert(`Exporting ${pgs.length} page(s)...`); 
         
         for(let i = 0; i < pgs.length; i++) { 
             try {