Commit ·
f6cca0e
1
Parent(s): 5d1ef31
Update app.py
Browse files
app.py
CHANGED
|
@@ -4,6 +4,7 @@ import streamlit as st
|
|
| 4 |
import requests
|
| 5 |
from PIL import Image
|
| 6 |
from model import get_caption_model, generate_caption
|
|
|
|
| 7 |
|
| 8 |
|
| 9 |
@st.cache(allow_output_mutation=True)
|
|
@@ -17,7 +18,7 @@ def predict():
|
|
| 17 |
captions = []
|
| 18 |
pred_caption = generate_caption('tmp.jpg', caption_model)
|
| 19 |
|
| 20 |
-
|
| 21 |
captions.append(pred_caption)
|
| 22 |
|
| 23 |
for _ in range(4):
|
|
@@ -25,10 +26,18 @@ def predict():
|
|
| 25 |
if pred_caption not in captions:
|
| 26 |
captions.append(pred_caption)
|
| 27 |
|
| 28 |
-
|
| 29 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 30 |
|
| 31 |
-
st.title('Image Captioner')
|
| 32 |
img_url = st.text_input(label='Enter Image URL')
|
| 33 |
|
| 34 |
if (img_url != "") and (img_url != None):
|
|
@@ -50,4 +59,4 @@ if img_upload != None:
|
|
| 50 |
img.save('tmp.jpg')
|
| 51 |
st.image(img)
|
| 52 |
predict()
|
| 53 |
-
os.remove('tmp.jpg')
|
|
|
|
| 4 |
import requests
|
| 5 |
from PIL import Image
|
| 6 |
from model import get_caption_model, generate_caption
|
| 7 |
+
import gradio as gr
|
| 8 |
|
| 9 |
|
| 10 |
@st.cache(allow_output_mutation=True)
|
|
|
|
| 18 |
captions = []
|
| 19 |
pred_caption = generate_caption('tmp.jpg', caption_model)
|
| 20 |
|
| 21 |
+
|
| 22 |
captions.append(pred_caption)
|
| 23 |
|
| 24 |
for _ in range(4):
|
|
|
|
| 26 |
if pred_caption not in captions:
|
| 27 |
captions.append(pred_caption)
|
| 28 |
|
| 29 |
+
return captions;
|
| 30 |
+
def launch():
|
| 31 |
+
img = Image.open(requests.get(inputs, stream=True).raw)
|
| 32 |
+
img = img.convert('RGB')
|
| 33 |
+
st.image(img)
|
| 34 |
+
img.save('tmp.jpg')
|
| 35 |
+
return predict()
|
| 36 |
+
os.remove('tmp.jpg')
|
| 37 |
+
iface = gr.Interface(launch, inputs="text", outputs=[])
|
| 38 |
+
iface.launch()
|
| 39 |
|
| 40 |
+
'''st.title('Image Captioner')
|
| 41 |
img_url = st.text_input(label='Enter Image URL')
|
| 42 |
|
| 43 |
if (img_url != "") and (img_url != None):
|
|
|
|
| 59 |
img.save('tmp.jpg')
|
| 60 |
st.image(img)
|
| 61 |
predict()
|
| 62 |
+
os.remove('tmp.jpg')'''
|