Spaces:
Runtime error
Runtime error
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import requests
|
| 3 |
+
import qrcode
|
| 4 |
+
import io
|
| 5 |
+
from PIL import Image
|
| 6 |
+
import os
|
| 7 |
+
|
| 8 |
+
# Get the Hugging Face API token from the environment variable
|
| 9 |
+
hf_token = os.environ.get("hf_token")
|
| 10 |
+
|
| 11 |
+
# Function to generate a QR code from the input URL
|
| 12 |
+
def generate_qr_code(url):
|
| 13 |
+
qr = qrcode.QRCode(
|
| 14 |
+
version=1,
|
| 15 |
+
error_correction=qrcode.constants.ERROR_CORRECT_L,
|
| 16 |
+
box_size=10,
|
| 17 |
+
border=4,
|
| 18 |
+
)
|
| 19 |
+
qr.add_data(url)
|
| 20 |
+
qr.make(fit=True)
|
| 21 |
+
|
| 22 |
+
qr_img = qr.make_image(fill_color="black", back_color="white")
|
| 23 |
+
return qr_img
|
| 24 |
+
|
| 25 |
+
# Function to query the image from the Hugging Face API
|
| 26 |
+
def query_image(text):
|
| 27 |
+
API_URL = "https://api-inference.huggingface.co/models/stablediffusionapi/realistic-vision-v51"
|
| 28 |
+
headers = {"Authorization": f"Bearer {hf_token}"}
|
| 29 |
+
|
| 30 |
+
response = requests.post(API_URL, headers=headers, json={"inputs": text})
|
| 31 |
+
return response.content
|
| 32 |
+
|
| 33 |
+
# Gradio app function
|
| 34 |
+
def generate_image(url, text):
|
| 35 |
+
# Generate QR code
|
| 36 |
+
qr_img = generate_qr_code(url)
|
| 37 |
+
|
| 38 |
+
# Generate image from Hugging Face API
|
| 39 |
+
image_bytes = query_image(text)
|
| 40 |
+
api_image = Image.open(io.BytesIO(image_bytes))
|
| 41 |
+
|
| 42 |
+
# Create a blank image to combine the API image and QR code
|
| 43 |
+
final_image = Image.new('RGB', (600, 600))
|
| 44 |
+
final_image.paste(api_image, (0, 0))
|
| 45 |
+
final_image.paste(qr_img, (400, 400))
|
| 46 |
+
|
| 47 |
+
return final_image
|
| 48 |
+
|
| 49 |
+
# Inputs and outputs for Gradio interface
|
| 50 |
+
inputs = [
|
| 51 |
+
gr.Textbox(lines=1, label="URL"),
|
| 52 |
+
gr.Textbox(lines=2, label="Prompt for Image"),
|
| 53 |
+
]
|
| 54 |
+
output = gr.Image(type="pil", label="Generated Image")
|
| 55 |
+
|
| 56 |
+
# Gradio app interface
|
| 57 |
+
gr.Interface(fn=generate_image, inputs=inputs, outputs=output, title="QR Code Image Generator", description="Generate an image with a QR code linked to the input URL and an image from the Hugging Face API").launch(theme="soft")
|