Commit
·
20dcad7
1
Parent(s):
08616cc
first commit
Browse files
app.py
ADDED
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
import streamlit.components.v1 as components
|
3 |
+
from PIL import Image
|
4 |
+
|
5 |
+
|
6 |
+
# Configure Streamlit page
|
7 |
+
st.set_page_config(page_title="Caption Machine", page_icon="💥")
|
8 |
+
|
9 |
+
|
10 |
+
# Force responsive layout for columns also on mobile
|
11 |
+
st.write(
|
12 |
+
"""<style>
|
13 |
+
[data-testid="column"] {
|
14 |
+
width: calc(50% - 1rem);
|
15 |
+
flex: 1 1 calc(50% - 1rem);
|
16 |
+
min-width: calc(50% - 1rem);
|
17 |
+
}
|
18 |
+
</style>""",
|
19 |
+
unsafe_allow_html=True,
|
20 |
+
)
|
21 |
+
|
22 |
+
# Render Streamlit page
|
23 |
+
st.title("Image Captioner")
|
24 |
+
st.markdown(
|
25 |
+
"This app generates Image Caption using OpenAI's [GPT-2](https://openai.com/research/better-language-models) and [CLIP](https://openai.com/research/clip) model."
|
26 |
+
)
|
27 |
+
|
28 |
+
# st.subheader("Model Architecture")
|
29 |
+
|
30 |
+
# image = Image.open('model.png')
|
31 |
+
|
32 |
+
# st.image(image, caption=None, width=500)
|
33 |
+
|
34 |
+
upload_file = st.file_uploader("Upload an image:", type=['png','jpg','jpeg'])
|
35 |
+
|
36 |
+
|
37 |
+
# Checking the Format of the page
|
38 |
+
if upload_file is not None:
|
39 |
+
img = Image.open(upload_file)
|
40 |
+
st.image(img)
|
41 |
+
st.write("Image Uploaded Successfully")
|
42 |
+
|
43 |
+
|
model.png
ADDED
![]() |
model.py
ADDED
File without changes
|