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)