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examples.py
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import json
import os
import requests
import base64
inpaint_engine = 'v1'
class Config():
fooocus_host = 'http://127.0.0.1:8888'
text2img = '/v1/generation/text-to-image'
img_upscale = '/v2/generation/image-upscale-vary'
img_upscale1 = '/v1/generation/image-upscale-vary'
inpaint_outpaint = '/v2/generation/image-inpaint-outpaint'
inpaint_outpaint1 = '/v1/generation/image-inpaint-outpaint'
img_prompt = '/v2/generation/image-prompt'
img_prompt1 = '/v1/generation/image-prompt'
job_queue = '/v1/generation/job-queue'
query_job = '/v1/generation/query-job'
res_path = '/v1/generation/temp'
cfg = Config()
upscale_params = {
"uov_method": "Upscale (Custom)",
"upscale_value": 3,
"input_image": ""
}
inpaint_params = {
"input_image": "",
"input_mask": None,
"inpaint_additional_prompt": None,
}
img_prompt_params = {
"image_prompts": []
}
headers = {
"accept": "application/json"
}
imgs_base_path = os.path.join(os.path.dirname(__file__), 'imgs')
with open(os.path.join(imgs_base_path, "bear.jpg"), "rb") as f:
img1 = f.read()
image_base64 = base64.b64encode(img1).decode('utf-8')
f.close()
with open(os.path.join(imgs_base_path, "s.jpg"), "rb") as f:
s = f.read()
s_base64 = base64.b64encode(s).decode('utf-8')
f.close()
with open(os.path.join(imgs_base_path, "m.png"), "rb") as f:
m = f.read()
m_base64 = base64.b64encode(m).decode('utf-8')
f.close()
def upscale_vary(image, params=upscale_params) -> dict:
"""
Upscale or Vary
"""
params["input_image"] = image
data = json.dumps(params)
response = requests.post(url=f"{cfg.fooocus_host}{cfg.img_upscale}",
data=data,
headers=headers,
timeout=300)
return response.json()
def inpaint_outpaint(input_image: str, input_mask: str = None, params=inpaint_params) -> dict:
"""
Inpaint or Outpaint
"""
params["input_image"] = input_image
params["input_mask"] = input_mask
params["outpaint_selections"] = ["Left", "Right"]
params["prompt"] = "cat"
data = json.dumps(params)
response = requests.post(url=f"{cfg.fooocus_host}{cfg.inpaint_outpaint}",
data=data,
headers=headers,
timeout=300)
return response.json()
def image_prompt(img_prompt: list, params: dict) -> dict:
"""
Image Prompt
"""
params["image_prompts"] = img_prompt
data = json.dumps(params)
response = requests.post(url=f"{cfg.fooocus_host}{cfg.img_prompt}",
data=data,
headers=headers,
timeout=300)
return response.json()
def image_prompt_with_inpaint(img_prompt: list, input_image: str, input_mask: str, params: dict) -> dict:
"""
Image Prompt
"""
params["image_prompts"] = img_prompt
params["input_image"] = input_image
params["input_mask"] = input_mask
params["outpaint_selections"] = ["Left", "Right"]
data = json.dumps(params)
response = requests.post(url=f"{cfg.fooocus_host}{cfg.img_prompt}",
data=data,
headers=headers,
timeout=300)
return response.json()
img_prompt = [
{
"cn_img": image_base64,
"cn_stop": 0.6,
"cn_weight": 0.6,
"cn_type": "ImagePrompt"
}
]
# print(upscale_vary(image=image_base64))
# print(inpaint_outpaint(input_image=s_base64, input_mask=m_base64))
print(image_prompt(img_prompt=img_prompt, params=img_prompt_params))
print(image_prompt_with_inpaint(img_prompt=img_prompt, input_image=s_base64, input_mask=m_base64, params=img_prompt_params))