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import gradio as gr | |
import requests | |
from PIL import Image, ImageDraw, ImageFont | |
import textwrap | |
import os | |
from concurrent.futures import ThreadPoolExecutor, as_completed | |
import random | |
import time | |
# Constants for image styles | |
IMAGE_STYLES = { | |
"Realistic": "", | |
"Cartoon": "cartoon style", | |
"Watercolor": "watercolor painting style", | |
"Sketch": "pencil sketch style", | |
"Anime": "anime style" | |
} | |
def download_image(prompt, index, style): | |
try: | |
style_prompt = f"{prompt}, {IMAGE_STYLES[style]}" if style != "Realistic" else prompt | |
url = f"https://pollinations.ai/p/{style_prompt.replace(' ', '_')}" | |
response = requests.get(url, timeout=15) | |
response.raise_for_status() | |
image_filename = f'generated_image_{index}_{int(time.time())}.jpg' | |
with open(image_filename, 'wb') as file: | |
file.write(response.content) | |
return image_filename | |
except requests.RequestException as e: | |
print(f"Error downloading image {index}: {e}") | |
return None | |
def add_text_to_image(image_path, text, font_size, text_color): | |
try: | |
img = Image.open(image_path) | |
draw = ImageDraw.Draw(img) | |
try: | |
font = ImageFont.truetype("arial.ttf", font_size) | |
except IOError: | |
font = ImageFont.load_default().font_variant(size=font_size) | |
img_width, img_height = img.size | |
max_text_width = int(img_width * 0.9) | |
lines = textwrap.wrap(text, width=40) | |
line_height = font.getbbox("hg")[3] + 5 | |
text_height = line_height * len(lines) | |
overlay = Image.new('RGBA', img.size, (0, 0, 0, 0)) | |
overlay_draw = ImageDraw.Draw(overlay) | |
overlay_draw.rectangle([(0, img_height - text_height - 20), (img_width, img_height)], | |
fill=(0, 0, 0, 180)) | |
img = img.convert('RGBA') | |
img = Image.alpha_composite(img, overlay) | |
draw = ImageDraw.Draw(img) | |
y_text = img_height - text_height - 10 | |
for line in lines: | |
bbox = font.getbbox(line) | |
line_width = bbox[2] - bbox[0] | |
x_text = (img_width - line_width) / 2 | |
draw.text((x_text, y_text), line, font=font, fill=text_color) | |
y_text += line_height | |
img_with_text = f'text_added_{os.path.basename(image_path)}' | |
img = img.convert('RGB') | |
img.save(img_with_text) | |
return img_with_text | |
except Exception as e: | |
print(f"Error adding text to image: {e}") | |
return None | |
def process_story_lines(story, style, font_size, text_color, progress=gr.Progress()): | |
lines = [line.strip() for line in story.split('\n') if line.strip()] | |
images_with_text = [] | |
def process_line(idx, line): | |
prompt = line.replace(" ", "_") | |
img_file = download_image(prompt, idx, style) | |
if img_file: | |
return add_text_to_image(img_file, line, font_size, text_color) | |
return None | |
with ThreadPoolExecutor(max_workers=5) as executor: | |
future_to_idx = {executor.submit(process_line, idx, line): idx for idx, line in enumerate(lines)} | |
for future in progress.tqdm(as_completed(future_to_idx), total=len(lines), desc="Processing images"): | |
idx = future_to_idx[future] | |
result = future.result() | |
if result: | |
images_with_text.append((idx, result)) | |
return [img for _, img in sorted(images_with_text)] | |
def visualize_story_images(story, style, font_size, text_color): | |
if not story.strip(): | |
return [] | |
return process_story_lines(story, style, font_size, text_color) | |
def preview_image(story, style, font_size, text_color): | |
if not story.strip(): | |
return None | |
lines = [line.strip() for line in story.split('\n') if line.strip()] | |
if not lines: | |
return None | |
preview_line = random.choice(lines) | |
img_file = download_image(preview_line, 0, style) | |
if img_file: | |
return add_text_to_image(img_file, preview_line, font_size, text_color) | |
return None | |
with gr.Blocks(css="#gallery {height: 600px}") as iface: | |
gr.Markdown("# πβ¨ Story Visualizer") | |
with gr.Row(): | |
with gr.Column(scale=2): | |
story_input = gr.Textbox(lines=10, placeholder="Enter your story here...", label="Story Input") | |
with gr.Column(scale=1): | |
style_dropdown = gr.Dropdown(choices=list(IMAGE_STYLES.keys()), value="Realistic", label="Image Style") | |
font_size_slider = gr.Slider(minimum=20, maximum=60, value=30, step=2, label="Font Size") | |
text_color_picker = gr.ColorPicker(value="#FFFFFF", label="Text Color") | |
preview_button = gr.Button("Preview", variant="secondary") | |
visualize_button = gr.Button("Visualize Story", variant="primary") | |
preview_output = gr.Image(label="Preview", height=300) | |
gallery_output = gr.Gallery(label="Visualized Story", show_label=False, elem_id="gallery", columns=2, rows=2, height="auto") | |
preview_button.click( | |
fn=preview_image, | |
inputs=[story_input, style_dropdown, font_size_slider, text_color_picker], | |
outputs=[preview_output] | |
) | |
visualize_button.click( | |
fn=visualize_story_images, | |
inputs=[story_input, style_dropdown, font_size_slider, text_color_picker], | |
outputs=[gallery_output] | |
) | |
gr.Markdown(""" | |
## How to use: | |
1. Enter your story in the text box, with each line representing a scene. | |
2. Choose an image style from the dropdown menu. | |
3. Adjust the font size and text color as desired. | |
4. Click "Preview" to see how a random scene from your story might look. | |
5. When you're happy with the settings, click "Visualize Story" to generate images for all scenes. | |
Enjoy bringing your story to life! π¨π | |
""") | |
iface.launch(share=True) |