Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
from PIL import Image
|
3 |
+
|
4 |
+
def change_background_to_white(image):
|
5 |
+
try:
|
6 |
+
# ์ด๋ฏธ์ง๋ฅผ RGBA๋ก ๋ณํํ์ฌ ์ํ ์ฑ๋์ ํ๋ณด
|
7 |
+
rgba_image = image.convert('RGBA')
|
8 |
+
except Exception as e:
|
9 |
+
return None, f"์ด๋ฏธ์ง ์ฒ๋ฆฌ ์ค ์ค๋ฅ๊ฐ ๋ฐ์ํ์ต๋๋ค: {str(e)}"
|
10 |
+
|
11 |
+
# ๊ณ ํด์๋ ์ด๋ฏธ์ง์ ๋ํ ๊ฒฝ๊ณ
|
12 |
+
if rgba_image.width > 3000 or rgba_image.height > 3000:
|
13 |
+
return None, "๋งค์ฐ ํฐ ์ด๋ฏธ์ง๋ ์ฒ๋ฆฌ ์๊ฐ์ด ๊ธธ์ด์ง ์ ์์ต๋๋ค. ๊ฐ๋ฅํ๋ค๋ฉด ์ด๋ฏธ์ง ํฌ๊ธฐ๋ฅผ ์ค์ฌ์ฃผ์ธ์."
|
14 |
+
|
15 |
+
# ์๋ก์ด ํฐ์ ๋ฐฐ๊ฒฝ ์ด๋ฏธ์ง ์์ฑ
|
16 |
+
white_bg = Image.new('RGBA', rgba_image.size, (255, 255, 255, 255))
|
17 |
+
|
18 |
+
# ์๋ณธ ์ด๋ฏธ์ง์ ํฝ์
๋ฐ์ดํฐ๋ฅผ ๊ฐ์ ธ์ด
|
19 |
+
pixels = rgba_image.getdata()
|
20 |
+
|
21 |
+
# ์๋ก์ด ํฝ์
๋ฐ์ดํฐ ๋ฆฌ์คํธ ์์ฑ
|
22 |
+
new_pixels = []
|
23 |
+
|
24 |
+
# ๋ชจ๋ ํฝ์
์ ์ํํ๋ฉฐ ํฌ๋ช
ํ ๋ถ๋ถ์ ํฐ์์ผ๋ก ๋ณ๊ฒฝ
|
25 |
+
for pixel in pixels:
|
26 |
+
if pixel[3] < 255:
|
27 |
+
new_pixels.append((255, 255, 255, 255)) # ํฌ๋ช
ํ ๋ถ๋ถ์ ํฐ์์ผ๋ก ๋ณ๊ฒฝ
|
28 |
+
else:
|
29 |
+
new_pixels.append(pixel)
|
30 |
+
|
31 |
+
# ๋ณ๊ฒฝ๋ ํฝ์
๋ฐ์ดํฐ๋ก ์ด๋ฏธ์ง๋ฅผ ์
๋ฐ์ดํธ
|
32 |
+
white_bg.putdata(new_pixels)
|
33 |
+
|
34 |
+
# ์ต์ข
์ด๋ฏธ์ง๋ฅผ RGB๋ก ๋ณํํ์ฌ ๋ฐํ
|
35 |
+
final_image = white_bg.convert('RGB')
|
36 |
+
|
37 |
+
return final_image, "์ด๋ฏธ์ง ์ฒ๋ฆฌ๊ฐ ์๋ฃ๋์์ต๋๋ค."
|
38 |
+
|
39 |
+
with gr.Blocks() as app:
|
40 |
+
gr.Markdown("## ์ด๋ฏธ์ง์ ๋ฐฐ๊ฒฝ์์ ํฐ์์ผ๋ก ๋ณ๊ฒฝํ๊ธฐ")
|
41 |
+
with gr.Row():
|
42 |
+
input_image = gr.Image(type="pil", label="์ด๋ฏธ์ง ์
๋ก๋")
|
43 |
+
output_image = gr.Image(label="๋ฐฐ๊ฒฝ์ ๋ณ๊ฒฝ๋ ์ด๋ฏธ์ง")
|
44 |
+
output_text = gr.Textbox(label="์ฒ๋ฆฌ ๊ฒฐ๊ณผ")
|
45 |
+
input_image.change(fn=change_background_to_white, inputs=input_image, outputs=[output_image, output_text])
|
46 |
+
|
47 |
+
if __name__ == "__main__":
|