Spaces:
Sleeping
Sleeping
fix
Browse files- app.py +4 -34
- requirements.txt +5 -5
app.py
CHANGED
@@ -1,37 +1,7 @@
|
|
1 |
-
from PIL import Image
|
2 |
-
from transformers import BlipProcessor, BlipForConditionalGeneration
|
3 |
import gradio as gr
|
4 |
|
5 |
-
|
6 |
-
|
7 |
-
model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-large")
|
8 |
|
9 |
-
|
10 |
-
|
11 |
-
raw_image = Image.fromarray(image).convert('RGB')
|
12 |
-
|
13 |
-
if text: # Conditional image captioning
|
14 |
-
inputs = processor(raw_image, text, return_tensors="pt")
|
15 |
-
else: # Unconditional image captioning
|
16 |
-
inputs = processor(raw_image, return_tensors="pt")
|
17 |
-
|
18 |
-
# Generate captions for the image
|
19 |
-
out = model.generate(**inputs)
|
20 |
-
caption = processor.decode(out[0], skip_special_tokens=True)
|
21 |
-
|
22 |
-
return caption
|
23 |
-
|
24 |
-
# Gradio Interface
|
25 |
-
iface = gr.Interface(
|
26 |
-
fn=generate_captions,
|
27 |
-
inputs=[
|
28 |
-
gr.Image(label="Upload/Drag Image"), # Removed the 'tool' argument
|
29 |
-
gr.Textbox(label="Conditional Text (optional)", placeholder="Enter conditional text (optional)...")
|
30 |
-
],
|
31 |
-
outputs=gr.Textbox(label="Generated Caption"),
|
32 |
-
title="BLIP Image Caption Generator",
|
33 |
-
description="This app generates captions for uploaded images. You can also provide conditional text to guide the caption generation."
|
34 |
-
)
|
35 |
-
|
36 |
-
if __name__ == "__main__":
|
37 |
-
iface.launch()
|
|
|
|
|
|
|
1 |
import gradio as gr
|
2 |
|
3 |
+
def greet(name):
|
4 |
+
return "Hello " + name + "!!"
|
|
|
5 |
|
6 |
+
iface = gr.Interface(fn=greet, inputs="text", outputs="text")
|
7 |
+
iface.launch()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
requirements.txt
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
-
diffusers
|
2 |
-
gradio
|
3 |
-
torch
|
4 |
-
transformers
|
5 |
-
Pillow
|
|
|
1 |
+
# diffusers
|
2 |
+
# gradio
|
3 |
+
# torch
|
4 |
+
# transformers
|
5 |
+
# Pillow
|