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import gradio as gr | |
from transformers import pipeline | |
from gtts import gTTS | |
from PIL import Image, ImageDraw, ImageFont | |
import numpy as np | |
import cv2 | |
import os | |
import uuid | |
# Создание папки | |
os.makedirs("videos", exist_ok=True) | |
# Генератор текстов | |
generator = pipeline("text-generation", model="sberbank-ai/rugpt3small_based_on_gpt2") | |
used_ideas = set() | |
def generate_video(): | |
global used_ideas | |
# Генерация уникальной идеи | |
while True: | |
idea = generator("Идея для короткого видео: ", max_length=60, num_return_sequences=1)[0]['generated_text'] | |
idea = idea.strip().split(".")[0] | |
if idea not in used_ideas and len(idea) > 20: | |
used_ideas.add(idea) | |
break | |
# Сохраняем аудио | |
audio_path = f"videos/{uuid.uuid4().hex}.mp3" | |
gTTS(idea, lang="ru").save(audio_path) | |
# Создаём изображение | |
img = Image.new("RGB", (1080, 1920), color="black") | |
draw = ImageDraw.Draw(img) | |
font = ImageFont.load_default() | |
draw.text((50, 900), idea, font=font, fill="white") | |
img_np = np.array(img) | |
# Конвертируем в видео (6 сек, 30 fps) | |
video_path = f"videos/{uuid.uuid4().hex}.mp4" | |
out = cv2.VideoWriter(video_path, cv2.VideoWriter_fourcc(*'mp4v'), 30, (1080, 1920)) | |
for _ in range(180): | |
out.write(cv2.cvtColor(img_np, cv2.COLOR_RGB2BGR)) | |
out.release() | |
return video_path, idea | |
# Интерфейс | |
with gr.Blocks() as demo: | |
out_text = gr.Textbox(label="🧠 Идея") | |
out_video = gr.Video(label="🎥 Видео") | |
gen_btn = gr.Button("🎬 Сгенерировать") | |
gen_btn.click(fn=generate_video, inputs=[], outputs=[out_video, out_text]) | |
demo.launch() | |