Create app.py
#1
by
MK-316
- opened
app.py
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
from wordcloud import WordCloud
|
3 |
+
import matplotlib.pyplot as plt
|
4 |
+
from PIL import Image
|
5 |
+
import io
|
6 |
+
|
7 |
+
def generate_wordcloud(text):
|
8 |
+
# Create a word cloud
|
9 |
+
wordcloud = WordCloud(width=800, height=800, background_color='white', min_font_size=10).generate(text)
|
10 |
+
|
11 |
+
# Convert word cloud to an image using BytesIO to handle image in memory
|
12 |
+
plt.figure(figsize=(8, 8), facecolor=None)
|
13 |
+
plt.imshow(wordcloud)
|
14 |
+
plt.axis("off")
|
15 |
+
plt.tight_layout(pad=0)
|
16 |
+
|
17 |
+
buf = io.BytesIO()
|
18 |
+
plt.savefig(buf, format='png')
|
19 |
+
plt.close()
|
20 |
+
buf.seek(0)
|
21 |
+
image = Image.open(buf)
|
22 |
+
|
23 |
+
return image
|
24 |
+
|
25 |
+
# Create a Gradio interface
|
26 |
+
interface = gr.Interface(fn=generate_wordcloud,
|
27 |
+
inputs="text",
|
28 |
+
outputs="image")
|
29 |
+
|
30 |
+
interface.launch()
|