Spaces:
Sleeping
Sleeping
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from PIL import Image
|
| 3 |
+
import json
|
| 4 |
+
|
| 5 |
+
def extract_parameters(image):
|
| 6 |
+
"""
|
| 7 |
+
Extract metadata/parameters from a ComfyUI-generated image.
|
| 8 |
+
Returns a formatted string with the extracted info.
|
| 9 |
+
"""
|
| 10 |
+
try:
|
| 11 |
+
# Open the uploaded image
|
| 12 |
+
img = Image.open(image)
|
| 13 |
+
# Get metadata from the image's info dictionary
|
| 14 |
+
metadata = img.info
|
| 15 |
+
|
| 16 |
+
# Check common ComfyUI metadata keys (adjust based on your images)
|
| 17 |
+
if "prompt" in metadata:
|
| 18 |
+
prompt = metadata["prompt"]
|
| 19 |
+
# If it's a JSON string, try to parse it
|
| 20 |
+
try:
|
| 21 |
+
prompt_data = json.loads(prompt)
|
| 22 |
+
# Format JSON nicely
|
| 23 |
+
output = "Extracted Parameters:\n"
|
| 24 |
+
for key, value in prompt_data.items():
|
| 25 |
+
output += f"{key}: {value}\n"
|
| 26 |
+
return output
|
| 27 |
+
except json.JSONDecodeError:
|
| 28 |
+
# If not JSON, return raw prompt
|
| 29 |
+
return f"Prompt: {prompt}"
|
| 30 |
+
elif metadata:
|
| 31 |
+
# If no "prompt" key, dump all metadata
|
| 32 |
+
output = "Metadata Found:\n"
|
| 33 |
+
for key, value in metadata.items():
|
| 34 |
+
output += f"{key}: {value}\n"
|
| 35 |
+
return output
|
| 36 |
+
else:
|
| 37 |
+
return "No parameters found in image metadata."
|
| 38 |
+
except Exception as e:
|
| 39 |
+
return f"Error processing image: {str(e)}"
|
| 40 |
+
|
| 41 |
+
# Define the Gradio interface
|
| 42 |
+
interface = gr.Interface(
|
| 43 |
+
fn=extract_parameters,
|
| 44 |
+
inputs=gr.Image(type="filepath", label="Upload a ComfyUI Image"),
|
| 45 |
+
outputs=gr.Textbox(label="Extracted Parameters", lines=10),
|
| 46 |
+
title="ComfyUI Image to Parameters",
|
| 47 |
+
description="Upload an image generated by ComfyUI to extract its embedded parameters or prompt.",
|
| 48 |
+
theme="default"
|
| 49 |
+
)
|
| 50 |
+
|
| 51 |
+
# Launch the app
|
| 52 |
+
interface.launch()
|