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from huggingface_hub import InferenceClient
import streamlit as st
from io import BytesIO
from PIL import Image
import requests
import base64
import time
import base64
if "draw_model" not in st.session_state:
st.session_state.draw_model_list = {
"现实-AbsoluteReality_v1.8.1":"https://api-inference.huggingface.co/models/digiplay/AbsoluteReality_v1.8.1",
"现实-Absolute-Reality-1.81":"https://api-inference.huggingface.co/models/Lykon/absolute-reality-1.81",
"动漫-AingDiffusion9.2":"https://api-inference.huggingface.co/models/digiplay/AingDiffusion9.2",
"现实动漫-BluePencilRealistic_v01":"https://api-inference.huggingface.co/models/digiplay/bluePencilRealistic_v01",
"动漫写实-Counterfeit-v2.5":"https://api-inference.huggingface.co/models/gsdf/Counterfeit-V2.5",
"动漫写实-Counterfeit-v25-2.5d-tweak":"https://api-inference.huggingface.co/models/digiplay/counterfeitV2525d_tweak",
"动漫可爱-Cuteyukimix":"https://api-inference.huggingface.co/models/stablediffusionapi/cuteyukimix",
"动漫可爱-Cuteyukimixadorable":"https://api-inference.huggingface.co/models/stablediffusionapi/cuteyukimixadorable",
"现实动漫-Dreamshaper-7":"https://api-inference.huggingface.co/models/Lykon/dreamshaper-7",
"现实动漫-Dreamshaper_LCM_v7":"https://api-inference.huggingface.co/models/SimianLuo/LCM_Dreamshaper_v7",
"动漫3D-DucHaitenDreamWorld":"https://api-inference.huggingface.co/models/DucHaiten/DucHaitenDreamWorld",
"现实-EpiCRealism":"https://api-inference.huggingface.co/models/emilianJR/epiCRealism",
"现实照片-EpiCPhotoGasm":"https://api-inference.huggingface.co/models/Yntec/epiCPhotoGasm",
"动漫丰富-Ether-Blu-Mix-b5":"https://api-inference.huggingface.co/models/tensor-diffusion/Ether-Blu-Mix-V5",
"动漫-Flat-2d-Animerge":"https://api-inference.huggingface.co/models/jinaai/flat-2d-animerge",
"动漫风景-Genshin-Landscape-Diffusion":"https://api-inference.huggingface.co/models/Apocalypse-19/Genshin-Landscape-Diffusion",
"现实照片-Juggernaut-XL-v7":"https://api-inference.huggingface.co/models/stablediffusionapi/juggernaut-xl-v7",
"现实风景-Landscape_PhotoReal_v1":"https://api-inference.huggingface.co/models/digiplay/Landscape_PhotoReal_v1",
"艺术水墨-MoXin":"https://api-inference.huggingface.co/models/zhyemmmm/MoXin",
"现实写实-OnlyRealistic":"https://api-inference.huggingface.co/models/stablediffusionapi/onlyrealistic",
"现实-Realistic-Vision-v51":"https://api-inference.huggingface.co/models/stablediffusionapi/realistic-vision-v51",
"初始-StableDiffusion-2-1":"https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-2-1",
"初始-StableDiffusion-XL-0.9":"https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-0.9",
"动漫-TMND-Mix":"https://api-inference.huggingface.co/models/stablediffusionapi/tmnd-mix",
"animagine-XL-3.0":"https://api-inference.huggingface.co/models/cagliostrolab/animagine-xl-3.0",
"艺术-Zavychromaxl-v3":"https://api-inference.huggingface.co/models/stablediffusionapi/zavychromaxlv3",
"Dalle-v1.1":"https://api-inference.huggingface.co/models/dataautogpt3/OpenDalleV1.1",
"Dalle-3-xl":"https://api-inference.huggingface.co/models/openskyml/dalle-3-xl",
"playground-v2-美化":"https://api-inference.huggingface.co/models/playgroundai/playground-v2-1024px-aesthetic",
"Dalle-proteus-v0.2":"https://api-inference.huggingface.co/models/dataautogpt3/ProteusV0.2",
}
st.session_state.draw_model = st.session_state.draw_model_list["Dalle-v1.1"]
st.session_state.image_choice = True
st.session_state.image_choice_name = "Huggingface"
show_app = st.container()
def change_paramater():
st.session_state.draw_model = st.session_state.draw_model
def image_choice():
if st.session_state.image_choice:
st.session_state.image_choice = False
st.session_state.image_choice_name = "Vispunk"
else:
st.session_state.image_choice = True
st.session_state.image_choice_name = "Huggingface"
def huggingface_text_to_image(text):
client = InferenceClient(model=st.session_state.draw_model_list[st.session_state.draw_model])
image = client.text_to_image(text)
return image
def query_vispunk(prompt):
def request_generate(prompt):
url = "https://motion-api.vispunk.com/v1/generate/generate_image"
headers = {"Content-Type": "application/json"}
data = {"prompt": prompt}
try:
response = requests.post(url, headers=headers, json=data)
return True,response.json()["task_id"]
except Exception as e:
st.error(f"Error: {e}")
return False,None
def request_image(task_id):
url = "https://motion-api.vispunk.com/v1/generate/check_image_task"
headers = {"Content-Type": "application/json"}
data = {"task_id": task_id}
try:
response = requests.post(url, headers=headers, json=data)
return True,response.json()["images"][0]
except Exception as e:
return False,e
flag_generate,task_id = request_generate(prompt)
if flag_generate:
while True:
flag_wait,image_src = request_image(task_id)
if not flag_wait:
time.sleep(1)
else:
image_data = base64.b64decode(image_src)
image = BytesIO(image_data)
return True,image
else:
return False,task_id
def main(prompt):
show_app.write("**You:** " + prompt)
if st.session_state.image_choice:
image = huggingface_text_to_image(prompt)
else:
flag,image = query_vispunk(prompt)
show_app.image(image,caption=prompt,use_column_width=True)
with st.sidebar:
st.session_state.image_choice = st.toggle(st.session_state.image_choice_name,value=st.session_state.image_choice,on_change=image_choice)
if st.session_state.image_choice:
st.session_state.draw_model = st.selectbox('Draw Models', sorted(st.session_state.draw_model_list.keys(),key=lambda x:x.split("-")[0]),on_change=change_paramater)
else:
pass
prompt = st.chat_input("Send your prompt")
if prompt:
main(prompt) |