ACCA225's picture
Rename SD3.py to app.py
6cd3e4f verified
import requests
import os
from requests_toolbelt.multipart.encoder import MultipartEncoder
import gradio as gr
def generate_image(prompt, negative_prompt=None, api_key=None, aspect_ratio='1:1', model='sd3', seed=0, output_format='png'):
api_url = "https://api.stability.ai/v2beta/stable-image/generate/sd3"
#api_key = os.environ.get("STABILITY_AI_API_KEY") # Retrieve the API key from the environment variable
fields = {
'prompt': prompt,
'aspect_ratio': aspect_ratio,
'model': model,
'seed': str(seed),
'output_format': output_format,
'mode': 'text-to-image' # Default mode
}
if negative_prompt:
fields['negative_prompt'] = negative_prompt
m = MultipartEncoder(fields=fields)
headers = {
'Authorization': f'Bearer {api_key}',
'Content-Type': m.content_type,
'Accept': 'image/*' # To receive the image directly
}
response = requests.post(api_url, data=m, headers=headers)
print(response.status_code, response.content)
if response.status_code == 200:
# Assuming the response content is the image in binary format
output_path = 'generated_image.png'
with open(output_path, 'wb') as f:
f.write(response.content)
return output_path # Return the path for Gradio to display the image
else:
return f"Error: {response.text}"
def wrap_generate_image(prompt, negative_prompt, api_key, model, aspect_ratio):
return generate_image(prompt, negative_prompt, api_key, aspect_ratio, model)
iface = gr.Interface(
fn=wrap_generate_image,
inputs=[
gr.Textbox(lines=2, label="提示词", placeholder="请输入提示词,例如: 1girl, epic game, miku, city..."),
gr.Textbox(lines=2, label="负面提示词", placeholder="(worst quality, low quality:1.4)..."),
gr.Textbox(lines=2, label="API_key", placeholder="填写你的API_KEY..."),
gr.Radio(choices=['sd3', 'sd3-turbo'], label="SD3模型种类", value='sd3'),
gr.Dropdown(choices=['1:1', '16:9', '21:9', '2:3', '3:2', '4:5', '5:4', '9:16', '9:21'], label="图片比率", value='1:1')
],
outputs=gr.Image(),
title="Stable Diffusion 3 在线使用(API)",
description='''BY BiliBili NYAN9,官网API获取:https://platform.stability.ai/account/keys 。无限账号注册:https://www.snapmail.cc/
每个账号送25积分,可以免费画五张图左右。后续我会想办法弄个批量注册机。
支持一下本人吧:https://afdian.net/a/KaggleSD , 不赞助也没事也可以点进去看看我写过其它的SD项目
'''
)
iface.launch(share=True)