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import gradio as gr | |
import requests | |
from io import BytesIO | |
from PIL import Image | |
import os | |
# HARDCODED_URL = "" # Replace with your desired URL | |
TOKEN = os.getenv("TOKEN1") | |
API_URL = os.getenv("API_URL") | |
token_id = 1 | |
tokens_tried = 0 | |
no_of_accounts = 3 | |
model_id = os.getenv("MODEL_ID") | |
def get_image_from_url(url): | |
""" | |
Fetches and returns an image from a given URL. | |
""" | |
try: | |
response = requests.get(url, stream=True) | |
response.raise_for_status() | |
image = Image.open(BytesIO(response.content)) | |
return image | |
except requests.exceptions.RequestException as e: | |
return f"Error fetching image: {e}" | |
except Exception as e: | |
return f"Error processing image: {e}" | |
def generate_image(prompt, aspect_ratio, realism): | |
global token_id | |
global TOKEN | |
global tokens_tried | |
global no_of_accounts | |
global model_id | |
payload = { | |
"id": model_id, # Replace with appropriate ID if necessary | |
"inputs": [prompt, aspect_ratio, str(realism).lower()], | |
} | |
headers = {"Authorization": f"Bearer {TOKEN}"} | |
try: | |
response_data = requests.post(API_URL, json=payload, headers=headers).json() | |
if "error" in response_data: | |
if 'error 429' in response_data['error']: | |
if tokens_tried < no_of_accounts: | |
token_id = (token_id + 1) % (no_of_accounts+1) | |
tokens_tried += 1 | |
TOKEN = os.getenv(f"TOKEN{token_id}") | |
response_data = generate_image(prompt, aspect_ratio, realism) | |
tokens_tried = 0 | |
return response_data | |
return "No credits available" | |
return response_data | |
elif "output" in response_data: | |
url = response_data['output'] | |
return get_image_from_url(url) # Return the image directly | |
else: | |
return "Error: Unexpected response from server" | |
except Exception as e: | |
return f"Error" | |
# Define the Gradio interface | |
interface = gr.Interface( | |
fn=generate_image, | |
inputs=[ | |
gr.Textbox(label="Prompt", placeholder="Describe the image you want to generate"), | |
gr.Radio( | |
choices=["1:1", "3:4", "4:3", "9:16", "16:9", "9:21", "21:9"], | |
label="Aspect Ratio", | |
value="16:9" # Default value | |
), | |
gr.Checkbox(label="Realism", value=False), # Checkbox for realism (True/False) | |
], | |
outputs=gr.Image(type="pil"), # Output image | |
title="Image Generator", | |
description="Provide a prompt, select an aspect ratio, and set realism to generate an image.", | |
) | |
# Launch the interface | |
interface.launch() | |