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# app.py
import os
from PIL import Image, ImageDraw, ImageFont
import gradio as gr
from transformers import pipeline
# 1) ์ด๋ฏธ์ง ์บก์
๋ ํ์ดํ๋ผ์ธ
captioner = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base")
# 2) ๋ฐ + ์๋ง ํฉ์ฑ ํจ์
def make_meme_with_subtitle(image_path, top_text, bottom_text):
# ์๋ณธ ์ด๋ฏธ์ง ๋ก๋
img = Image.open(image_path).convert("RGB")
w, h = img.size
# โ ์๋ ์บก์
์์ฑ
out = captioner(img, max_length=40, num_beams=5)
raw = out[0].get("generated_text") or out[0].get("text") or ""
subtitle = raw.strip().capitalize()
# โก ์๋ง์ฉ ๊ฒ์ ๋
bar_h = int(h * 0.15)
bar = Image.new("RGB", (w, bar_h), color="black")
combined_h = h + bar_h
combined = Image.new("RGB", (w, combined_h))
combined.paste(img, (0, 0))
combined.paste(bar, (0, h))
draw = ImageDraw.Draw(combined)
# ์ฌ์ฉํ ํฐํธ (์์คํ
์ ์์ผ๋ฉด ๊ธฐ๋ณธ ํฐํธ)
try:
font_path = "arialbd.ttf"
base_font_size = int(bar_h * 0.5)
font = ImageFont.truetype(font_path, size=base_font_size)
except:
font = ImageFont.load_default()
# โข ์๋ง ๊ทธ๋ฆฌ๊ธฐ (์ด๋ฏธ์ง ํ๋จ ์ค์)
tw, th = draw.textsize(subtitle, font=font)
tx = (w - tw) // 2
ty = h + (bar_h - th) // 2
draw.text((tx, ty), subtitle, font=font, fill="white")
# โฃ ๋ฐ ํ
์คํธ (์๋จยทํ๋จ)
meme_font_size = int(h * 0.07)
try:
meme_font = ImageFont.truetype(font_path, size=meme_font_size)
except:
meme_font = ImageFont.load_default()
# ์๋จ ํ
์คํธ
if top_text:
text = top_text.upper()
tw, th = draw.textsize(text, font=meme_font)
draw.text(((w - tw)//2, 10), text, font=meme_font, fill="white", stroke_width=2, stroke_fill="black")
# ํ๋จ ํ
์คํธ (์ด๋ฏธ์ง ์์ญ ์์ชฝ)
if bottom_text:
text = bottom_text.upper()
tw, th = draw.textsize(text, font=meme_font)
draw.text(((w - tw)//2, h - th - 10), text, font=meme_font, fill="white", stroke_width=2, stroke_fill="black")
return combined
# 3) Gradio UI
with gr.Blocks() as demo:
gr.Markdown("## ๐ธ ๋ฐ ์์ฑ + ์๋ ์์ด ์๋ง ํฉ์ฑ")
gr.Markdown("์ด๋ฏธ์ง๋ฅผ ์
๋ก๋ํ๊ณ , ์๋จยทํ๋จ ๋ฐ ํ
์คํธ๋ฅผ ์
๋ ฅํ๋ฉด\n์๋ ์์ฑ๋ ์์ด ์๋ง๊ณผ ํจ๊ป ๋ฐ ์คํ์ผ ์ด๋ฏธ์ง๋ฅผ ๋ฐํํฉ๋๋ค.")
img_in = gr.Image(type="filepath", label="Upload Image")
top_txt = gr.Textbox(label="Top Text (optional)", placeholder="e.g. WHEN YOU REALIZE...", lines=1)
bottom_txt = gr.Textbox(label="Bottom Text (optional)", placeholder="e.g. ...IT'S MONDAY AGAIN", lines=1)
btn = gr.Button("Generate Meme")
out_img = gr.Image(label="Meme with Subtitle")
btn.click(fn=make_meme_with_subtitle, inputs=[img_in, top_txt, bottom_txt], outputs=out_img)
# 4) ์ฑ ์คํ
if __name__ == "__main__":
demo.launch(
server_name="0.0.0.0",
server_port=int(os.environ.get("PORT", 7860))
)
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