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import requests | |
import gradio as gr | |
from PIL import Image | |
import io | |
# 修改 generate_image 函数以处理图像生成并保存为临时文件 | |
def generate_image(api_key, prompt, aspect_ratio, model, negative_prompt, seed): | |
response = requests.post( | |
"https://api.stability.ai/v2beta/stable-image/generate/sd3", | |
headers={ | |
"authorization": f"Bearer {api_key}", | |
"accept": "image/*" | |
}, | |
files={"none": ''}, | |
data={ | |
"prompt": prompt, | |
"aspect_ratio": aspect_ratio, | |
"model": model, | |
"negative_prompt": negative_prompt, | |
"seed": seed, | |
"output_format": "jpeg", | |
}, | |
) | |
if response.status_code == 200: | |
# 将 bytes 数据转换为 PIL Image 对象 | |
image_bytes = io.BytesIO(response.content) | |
image = Image.open(image_bytes) | |
# 保存为临时文件 | |
temp_path = "./temp_image.jpeg" | |
image.save(temp_path) | |
return temp_path | |
else: | |
raise Exception(str(response.json())) | |
# 构建 Gradio 界面 | |
with gr.Blocks() as demo: | |
with gr.Row(): | |
with gr.Column(scale=1): | |
api_key = gr.Textbox(label="API Key") | |
prompt = gr.Textbox(label="Prompt", placeholder="What you wish to see in the output image.") | |
aspect_ratio = gr.Dropdown(label="Aspect Ratio", choices=["16:9", "1:1", "21:9", "2:3", "3:2", "4:5", "5:4", "9:16", "9:21"], value="1:1") | |
model = gr.Dropdown(label="Model", choices=["sd3", "sd3-turbo"], value="sd3") | |
negative_prompt = gr.Textbox(label="Negative Prompt", placeholder="Describe what you do not wish to see.") | |
seed = gr.Number(label="Seed", value=0, minimum=0, maximum=4294967294, step=1) | |
generate_btn = gr.Button("Generate Image") | |
# api_key_info = gr.Text("API Key Application", style="bold") # Text display | |
# api_key_link = gr.Link("https://platform.stability.ai/account/keys", "Apply Here") # Hyperlink | |
with gr.Column(scale=1): | |
output = gr.Image() | |
generate_btn.click(fn=generate_image, | |
inputs=[api_key, prompt, aspect_ratio, model, negative_prompt, seed], | |
outputs=output) | |
demo.launch() |