Update app_enhanced.py
Browse files- app_enhanced.py +91 -184
app_enhanced.py
CHANGED
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@@ -1,55 +1,37 @@
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import spaces
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import os
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import time
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import threading
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import json
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import traceback
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import logging
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import string
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import random
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import shutil
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import cv2
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import numpy as np
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import srt
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from flask import Flask, jsonify, request, send_from_directory, send_file
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# ======================================================
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# 🚀 ZEROGPU
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# ======================================================
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@spaces.GPU
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def gpu_warmup():
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import torch
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return torch.cuda.is_available()
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# ======================================================
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# 💾 STORAGE SETUP
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# ======================================================
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BASE_STORAGE_PATH = '/data' if os.path.exists('/data') else '.'
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BASE_USER_DIR = os.path.join(BASE_STORAGE_PATH, "userdata")
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os.makedirs(BASE_USER_DIR, exist_ok=True)
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# ======================================================
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# 🔧 JSON SANITIZER (FIX FOR int64 ERROR)
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# ======================================================
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def sanitize_json(obj):
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if isinstance(obj,
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elif isinstance(obj, (np.int64, np.int32, np.int16)):
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return int(obj)
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elif isinstance(obj, (np.float64, np.float32)):
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return float(obj)
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elif isinstance(obj, np.ndarray):
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return sanitize_json(obj.tolist())
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return obj
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# ======================================================
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# 🧠
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# ======================================================
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@spaces.GPU(duration=300)
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def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_pages):
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# Heavy AI imports inside function to avoid Startup Timeout
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from backend.keyframes.keyframes import black_bar_crop
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from backend.simple_color_enhancer import SimpleColorEnhancer
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from backend.subtitles.subs_real import get_real_subtitles
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@@ -62,11 +44,11 @@ def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_p
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duration = total_frames / fps
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cap.release()
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#
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user_srt = os.path.join(user_dir, 'subs.srt')
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try:
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get_real_subtitles(video_path)
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if os.path.exists('test1.srt'):
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except:
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with open(user_srt, 'w') as f: f.write("1\n00:00:01,000 --> 00:00:05,000\nDialogue...\n")
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@@ -74,11 +56,8 @@ def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_p
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try: all_subs = list(srt.parse(f.read()))
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except: all_subs = []
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# 2. 5-Panel Math
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panels_per_page = 5
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total_needed = target_pages * panels_per_page
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indices = np.linspace(0, len(all_subs) - 1, total_needed, dtype=int) if all_subs else range(total_needed)
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frame_metadata = {}
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ret, frame = cap.read()
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if ret:
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fname = f"frame_{i:04d}.png"
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cv2.imwrite(p, frame)
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frame_metadata[fname] = {'dialogue': all_subs[idx].content if all_subs else "", 'time': t}
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frame_files.append(fname)
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cap.release()
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with open(metadata_path, 'w') as f:
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json.dump(sanitize_json(frame_metadata), f)
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try: black_bar_crop()
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except: pass
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se = SimpleColorEnhancer()
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pages_data = []
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for p_idx in range(target_pages):
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p_p, p_b = [], []
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start = p_idx * 5
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for i in range(start, start + 5):
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@@ -113,22 +89,19 @@ def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_p
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img_p = os.path.join(frames_dir, f_name)
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try: se.enhance_single(img_p, img_p)
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except: pass
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-
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txt = frame_metadata[f_name]['dialogue']
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try:
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faces = face_detector.detect_faces(img_p)
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lip = face_detector.get_lip_position(img_p, faces[0]) if faces else (-1, -1)
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bx, by = ai_bubble_placer.place_bubble_ai(img_p, lip)
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item = {'dialog': txt, 'x': bx, 'y': by}
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except:
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item = {'dialog': txt, 'x': 50, 'y': 25}
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p_p.append({'image': f_name}); p_b.append(item)
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pages_data.append({'panels': p_p, 'bubbles': p_b})
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return sanitize_json(pages_data)
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# ======================================================
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#
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# ======================================================
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app = Flask(__name__)
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@@ -141,185 +114,119 @@ def uploader():
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u_dir = os.path.join(BASE_USER_DIR, sid)
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f_dir = os.path.join(u_dir, 'frames'); o_dir = os.path.join(u_dir, 'output')
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os.makedirs(f_dir, exist_ok=True); os.makedirs(o_dir, exist_ok=True)
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pages = request.form.get('pages', 2)
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def task():
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try:
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with open(os.path.join(o_dir, 'pages.json'), 'w') as f: json.dump(data, f)
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with open(os.path.join(o_dir, 'status.json'), 'w') as f:
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json.dump({'message': 'Complete', 'progress': 100}, f)
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except Exception as e:
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with open(os.path.join(o_dir, '
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json.dump({'message': f'Error: {str(e)}', 'progress': -1}, f)
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threading.Thread(target=task).start()
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return jsonify({'
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@app.route('/status')
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def status():
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p = os.path.join(BASE_USER_DIR, sid, 'output', 'status.json')
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return send_file(p) if os.path.exists(p) else jsonify({'progress': 0})
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@app.route('/frames/<sid>/<path:
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def get_frame(sid,
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@app.route('/output/<sid>/<path:
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def get_output(sid,
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# ======================================================
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# 🌐 HTML (MATHEMATICALLY PARALLEL TILT TEMPLATE)
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# ======================================================
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INDEX_HTML = '''
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<!DOCTYPE html><html
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<
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.panel:nth-child(3) {
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grid-column: span 2;
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clip-path: polygon(0 0, calc(100% - var(--slant)) 0, 100% 100%, 0 100%);
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}
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.panel:nth-child(4) {
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grid-column: span 2;
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clip-path: polygon(var(--slant) 0, calc(100% - var(--slant)) 0, 100% 100%, var(--slant) 100%);
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}
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.panel:nth-child(5) {
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grid-column: span 2;
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clip-path: polygon(var(--slant) 0, 100% 0, 100% 100%, var(--slant) 100%);
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}
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.panel.selected { outline: 8px solid #00d2ff; z-index: 5; filter: brightness(1.1); }
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.bubble {
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position: absolute; background: white; border: 2.5px solid black; border-radius: 25px;
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padding: 10px 20px; font-family: 'Comic Neue'; font-weight: bold; font-size: 15px;
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color: black; min-width: 110px; text-align: center; cursor: move; z-index: 10;
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box-shadow: 4px 4px 0 rgba(0,0,0,0.1);
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}
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.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; }
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.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; }
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.controls { position: fixed; bottom: 20px; right: 20px; background: #000; padding: 25px; border-radius: 12px; width: 240px; border: 2px solid #333; }
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button { width: 100%; padding: 12px; margin-top: 10px; cursor: pointer; font-weight: bold; border-radius: 6px; border: none; }
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.hidden { display: none; }
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.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; }
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@keyframes spin { 0% { transform: rotate(0deg); } 100% { transform: rotate(360deg); } }
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</style>
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</head>
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<body>
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<div id="
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<h1
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<
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<
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<label>Total Pages: </label><input type="number" id="pg" value="2" style="width:50px">
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<br><br>
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<button onclick="start()" style="background:#e67e22; color:white;">GENERATE COMIC</button>
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<div id="loading" class="hidden"><div class="loader"></div><p id="st">Acquiring GPU...</p></div>
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</div>
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<div id="
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<div id="
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<div class="controls">
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<
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<button onclick="addB()" style="background:#2ecc71; color:white;">💬 Add Bubble</button>
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<button onclick="exportPNG()" style="background:#3498db; color:white;">📥 Download PNGs</button>
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<button onclick="location.reload()" style="background:#e74c3c; color:white;">🏠 Reset</button>
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</div>
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</div>
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<script>
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let sid = 's'
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let selP = null;
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async function start() {
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const
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if(!f) return alert("Select video!");
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document.getElementById('loading').classList.remove('hidden');
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const fd = new FormData(); fd.append('file', f); fd.append('pages', document.getElementById('pg').value);
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await fetch(`/uploader?sid=${sid}`, {method: 'POST', body: fd});
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const itv = setInterval(async () => {
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const r = await fetch(`/status?sid=${sid}`); const d = await r.json();
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document.getElementById('st').innerText = d.message || "Working...";
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if(d.progress >= 100) { clearInterval(itv); load(); }
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}, 2000);
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}
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async function load() {
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const r = await fetch(`/output/${sid}/
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document.getElementById('
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document.getElementById('
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const out = document.getElementById('output');
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pages.forEach(p => {
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const
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p.panels.forEach((pan, i) => {
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const
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});
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out.appendChild(
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});
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}
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function createB(txt, x, y) {
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const b = document.createElement('div'); b.className = 'bubble';
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b.innerText = txt || '...'; b.style.left = (x || 50) + 'px'; b.style.top = (y || 20) + 'px';
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b.onmousedown = (e) => {
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e.stopPropagation();
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let ox = e.clientX - b.offsetLeft, oy = e.clientY - b.offsetTop;
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document.onmousemove = (ev) => { b.style.left=(ev.clientX-ox)+'px'; b.style.top=(ev.clientY-oy)+'px'; };
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document.onmouseup = () => { document.onmousemove = null; };
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};
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b.ondblclick = () => { let n = prompt("Edit text:", b.innerText); if(n) b.innerText = n; };
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return b;
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}
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function addB() { if(selP) selP.appendChild(createB("Dialogue", 60, 60)); }
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async function exportPNG() {
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const pgs = document.querySelectorAll('.comic-page');
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for(let pg of pgs) {
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const url = await htmlToImage.toPng(pg, {pixelRatio:
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const l = document.createElement('a'); l.download='
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}
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}
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</script>
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</body></html>
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'''
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if __name__ == '__main__':
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try: gpu_warmup()
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import spaces # MUST BE FIRST
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import os
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import time
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import threading
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import json
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import cv2
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import numpy as np
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import srt
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from flask import Flask, jsonify, request, send_from_directory, send_file
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# ======================================================
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# 🚀 ZEROGPU & STORAGE
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# ======================================================
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@spaces.GPU
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def gpu_warmup():
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import torch
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return torch.cuda.is_available()
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BASE_STORAGE_PATH = '/data' if os.path.exists('/data') else '.'
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BASE_USER_DIR = os.path.join(BASE_STORAGE_PATH, "userdata")
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os.makedirs(BASE_USER_DIR, exist_ok=True)
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def sanitize_json(obj):
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if isinstance(obj, (np.int64, np.int32, np.int16)): return int(obj)
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if isinstance(obj, (np.float64, np.float32)): return float(obj)
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if isinstance(obj, dict): return {k: sanitize_json(v) for k, v in obj.items()}
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if isinstance(obj, list): return [sanitize_json(v) for v in obj]
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return obj
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# ======================================================
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# 🧠 THE ENGINE
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# ======================================================
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@spaces.GPU(duration=300)
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def generate_comic_gpu(video_path, user_dir, frames_dir, metadata_path, target_pages):
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from backend.keyframes.keyframes import black_bar_crop
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from backend.simple_color_enhancer import SimpleColorEnhancer
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from backend.subtitles.subs_real import get_real_subtitles
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duration = total_frames / fps
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cap.release()
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# Subtitles
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user_srt = os.path.join(user_dir, 'subs.srt')
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try:
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get_real_subtitles(video_path)
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if os.path.exists('test1.srt'): os.rename('test1.srt', user_srt)
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except:
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with open(user_srt, 'w') as f: f.write("1\n00:00:01,000 --> 00:00:05,000\nDialogue...\n")
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try: all_subs = list(srt.parse(f.read()))
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except: all_subs = []
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panels_per_page = 5
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total_needed = int(target_pages) * panels_per_page
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indices = np.linspace(0, len(all_subs) - 1, total_needed, dtype=int) if all_subs else range(total_needed)
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frame_metadata = {}
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ret, frame = cap.read()
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if ret:
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fname = f"frame_{i:04d}.png"
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cv2.imwrite(os.path.join(frames_dir, fname), frame)
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frame_metadata[fname] = {'dialogue': all_subs[idx].content if all_subs else "", 'time': t}
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frame_files.append(fname)
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cap.release()
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with open(metadata_path, 'w') as f: json.dump(sanitize_json(frame_metadata), f)
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try: black_bar_crop()
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except: pass
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se = SimpleColorEnhancer()
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pages_data = []
|
| 83 |
+
for p_idx in range(int(target_pages)):
|
| 84 |
p_p, p_b = [], []
|
| 85 |
start = p_idx * 5
|
| 86 |
for i in range(start, start + 5):
|
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|
| 89 |
img_p = os.path.join(frames_dir, f_name)
|
| 90 |
try: se.enhance_single(img_p, img_p)
|
| 91 |
except: pass
|
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|
| 92 |
txt = frame_metadata[f_name]['dialogue']
|
| 93 |
try:
|
| 94 |
faces = face_detector.detect_faces(img_p)
|
| 95 |
lip = face_detector.get_lip_position(img_p, faces[0]) if faces else (-1, -1)
|
| 96 |
bx, by = ai_bubble_placer.place_bubble_ai(img_p, lip)
|
| 97 |
item = {'dialog': txt, 'x': bx, 'y': by}
|
| 98 |
+
except: item = {'dialog': txt, 'x': 50, 'y': 25}
|
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| 99 |
p_p.append({'image': f_name}); p_b.append(item)
|
| 100 |
pages_data.append({'panels': p_p, 'bubbles': p_b})
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|
| 101 |
return sanitize_json(pages_data)
|
| 102 |
|
| 103 |
# ======================================================
|
| 104 |
+
# 🌐 FLASK & HTML
|
| 105 |
# ======================================================
|
| 106 |
app = Flask(__name__)
|
| 107 |
|
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|
| 114 |
u_dir = os.path.join(BASE_USER_DIR, sid)
|
| 115 |
f_dir = os.path.join(u_dir, 'frames'); o_dir = os.path.join(u_dir, 'output')
|
| 116 |
os.makedirs(f_dir, exist_ok=True); os.makedirs(o_dir, exist_ok=True)
|
| 117 |
+
request.files['file'].save(os.path.join(u_dir, 'video.mp4'))
|
| 118 |
+
|
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|
| 119 |
def task():
|
| 120 |
try:
|
| 121 |
+
data = generate_comic_gpu(os.path.join(u_dir, 'video.mp4'), u_dir, f_dir, os.path.join(f_dir, 'm.json'), request.form.get('pages', 2))
|
| 122 |
+
with open(os.path.join(o_dir, 'p.json'), 'w') as f: json.dump(data, f)
|
| 123 |
+
with open(os.path.join(o_dir, 's.json'), 'w') as f: json.dump({'progress': 100}, f)
|
|
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|
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|
|
|
| 124 |
except Exception as e:
|
| 125 |
+
with open(os.path.join(o_dir, 's.json'), 'w') as f: json.dump({'progress': -1, 'msg': str(e)}, f)
|
|
|
|
| 126 |
|
| 127 |
threading.Thread(target=task).start()
|
| 128 |
+
return jsonify({'ok': True})
|
| 129 |
|
| 130 |
@app.route('/status')
|
| 131 |
def status():
|
| 132 |
+
p = os.path.join(BASE_USER_DIR, request.args.get('sid'), 'output', 's.json')
|
|
|
|
| 133 |
return send_file(p) if os.path.exists(p) else jsonify({'progress': 0})
|
| 134 |
|
| 135 |
+
@app.route('/frames/<sid>/<path:f>')
|
| 136 |
+
def get_frame(sid, f): return send_from_directory(os.path.join(BASE_USER_DIR, sid, 'frames'), f)
|
| 137 |
|
| 138 |
+
@app.route('/output/<sid>/<path:f>')
|
| 139 |
+
def get_output(sid, f): return send_from_directory(os.path.join(BASE_USER_DIR, sid, 'output'), f)
|
| 140 |
|
|
|
|
|
|
|
|
|
|
| 141 |
INDEX_HTML = '''
|
| 142 |
+
<!DOCTYPE html><html><head><meta charset="UTF-8">
|
| 143 |
+
<script src="https://cdnjs.cloudflare.com/ajax/libs/html-to-image/1.11.11/html-to-image.min.js"></script>
|
| 144 |
+
<style>
|
| 145 |
+
:root {
|
| 146 |
+
--slant: 40px; /* MATHEMATICAL PARALLEL OFFSET */
|
| 147 |
+
--hairline: 0.1px; /* SUB-PIXEL PRECISION GAP */
|
| 148 |
+
}
|
| 149 |
+
body { background: #000; font-family: sans-serif; padding: 20px; color: white; }
|
| 150 |
+
|
| 151 |
+
/* THE PERFECT GEOMETRIC TEMPLATE */
|
| 152 |
+
.comic-page {
|
| 153 |
+
background: white; width: 1000px; height: 750px; margin: auto;
|
| 154 |
+
border: 12px solid black; padding: 2px; display: grid; gap: var(--hairline);
|
| 155 |
+
grid-template-columns: repeat(6, 1fr); grid-template-rows: 1.35fr 1fr;
|
| 156 |
+
position: relative; overflow: hidden;
|
| 157 |
+
}
|
| 158 |
+
.panel { position: relative; background: #000; overflow: hidden; border: 1px solid black; }
|
| 159 |
+
|
| 160 |
+
/* TECHNIQUE: OVERSCAN & HEADROOM PROTECTION */
|
| 161 |
+
.panel img {
|
| 162 |
+
width: 115%; height: 115%; object-fit: cover;
|
| 163 |
+
position: absolute; top: -7.5%; left: -7.5%;
|
| 164 |
+
object-position: center 15%; /* PROTECTS FACES FROM TOP CLIPPING */
|
| 165 |
+
}
|
| 166 |
+
|
| 167 |
+
/* ROW 1: PARALLEL SLANT LEFT \ */
|
| 168 |
+
.panel:nth-child(1) { grid-column: span 4; clip-path: polygon(0 0, 100% 0, calc(100% - var(--slant)) 100%, 0 100%); }
|
| 169 |
+
.panel:nth-child(2) { grid-column: span 2; clip-path: polygon(var(--slant) 0, 100% 0, 100% 100%, 0 100%); }
|
| 170 |
+
|
| 171 |
+
/* ROW 2: PARALLEL SLANT RIGHT / */
|
| 172 |
+
.panel:nth-child(3) { grid-column: span 2; clip-path: polygon(0 0, calc(100% - var(--slant)) 0, 100% 100%, 0 100%); }
|
| 173 |
+
.panel:nth-child(4) { grid-column: span 2; clip-path: polygon(var(--slant) 0, calc(100% - var(--slant)) 0, 100% 100%, var(--slant) 100%); }
|
| 174 |
+
.panel:nth-child(5) { grid-column: span 2; clip-path: polygon(var(--slant) 0, 100% 0, 100% 100%, var(--slant) 100%); }
|
| 175 |
+
|
| 176 |
+
.bubble { position: absolute; background: white; border: 2.5px solid black; border-radius: 25px; padding: 10px; color: black; font-weight: bold; cursor: move; z-index: 99; text-align: center; min-width: 100px;}
|
| 177 |
+
.controls { position: fixed; bottom: 20px; right: 20px; background: #222; padding: 20px; border-radius: 10px; }
|
| 178 |
+
.hidden { display: none; }
|
| 179 |
+
</style></head>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 180 |
<body>
|
| 181 |
+
<div id="u-zone" style="text-align:center; margin-top:100px;">
|
| 182 |
+
<h1>Elite Geometric Generator</h1>
|
| 183 |
+
<input type="file" id="vid"><br><br>
|
| 184 |
+
<button onclick="start()" style="padding:10px 20px; background:cyan; font-weight:bold;">GENERATE PERFECT COMIC</button>
|
|
|
|
|
|
|
|
|
|
|
|
|
| 185 |
</div>
|
| 186 |
+
<div id="e-zone" class="hidden">
|
| 187 |
+
<div id="out"></div>
|
| 188 |
<div class="controls">
|
| 189 |
+
<button onclick="exportPNG()" style="background:lime; padding:10px; width:100%;">DOWNLOAD PNG</button>
|
|
|
|
|
|
|
|
|
|
| 190 |
</div>
|
| 191 |
</div>
|
| 192 |
<script>
|
| 193 |
+
let sid = 's'+Math.random().toString(36).substr(2,9);
|
|
|
|
| 194 |
async function start() {
|
| 195 |
+
const fd = new FormData(); fd.append('file', document.getElementById('vid').files[0]);
|
|
|
|
|
|
|
|
|
|
| 196 |
await fetch(`/uploader?sid=${sid}`, {method: 'POST', body: fd});
|
| 197 |
const itv = setInterval(async () => {
|
| 198 |
const r = await fetch(`/status?sid=${sid}`); const d = await r.json();
|
|
|
|
| 199 |
if(d.progress >= 100) { clearInterval(itv); load(); }
|
| 200 |
}, 2000);
|
| 201 |
}
|
| 202 |
async function load() {
|
| 203 |
+
const r = await fetch(`/output/${sid}/p.json`); const pages = await r.json();
|
| 204 |
+
document.getElementById('u-zone').classList.add('hidden');
|
| 205 |
+
document.getElementById('e-zone').classList.remove('hidden');
|
|
|
|
| 206 |
pages.forEach(p => {
|
| 207 |
+
const pg = document.createElement('div'); pg.className='comic-page';
|
| 208 |
p.panels.forEach((pan, i) => {
|
| 209 |
+
const div = document.createElement('div'); div.className='panel';
|
| 210 |
+
const img = document.createElement('img'); img.src=`/frames/${sid}/${pan.image}`;
|
| 211 |
+
div.appendChild(img);
|
| 212 |
+
if(p.bubbles[i]) {
|
| 213 |
+
const b = document.createElement('div'); b.className='bubble'; b.innerText=p.bubbles[i].dialog;
|
| 214 |
+
b.style.left=p.bubbles[i].x+'px'; b.style.top=p.bubbles[i].y+'px';
|
| 215 |
+
div.appendChild(b);
|
| 216 |
+
}
|
| 217 |
+
pg.appendChild(div);
|
| 218 |
});
|
| 219 |
+
document.getElementById('out').appendChild(pg);
|
| 220 |
});
|
| 221 |
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 222 |
async function exportPNG() {
|
| 223 |
const pgs = document.querySelectorAll('.comic-page');
|
| 224 |
for(let pg of pgs) {
|
| 225 |
+
const url = await htmlToImage.toPng(pg, {pixelRatio: 3});
|
| 226 |
+
const l = document.createElement('a'); l.download='Page.png'; l.href=url; l.click();
|
| 227 |
}
|
| 228 |
}
|
| 229 |
+
</script></body></html>'''
|
|
|
|
|
|
|
| 230 |
|
| 231 |
if __name__ == '__main__':
|
| 232 |
try: gpu_warmup()
|