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Komorebizyd
commited on
Commit
•
bab0afc
1
Parent(s):
a5931f6
add vispunk to draw function
Browse files- streamlit_app.py +66 -5
streamlit_app.py
CHANGED
@@ -1,5 +1,11 @@
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from huggingface_hub import InferenceClient
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import streamlit as st
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if "draw_model" not in st.session_state:
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st.session_state.draw_model_list = {
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@@ -35,7 +41,8 @@ if "draw_model" not in st.session_state:
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"Dalle-proteus-v0.2":"https://api-inference.huggingface.co/models/dataautogpt3/ProteusV0.2",
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}
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st.session_state.draw_model = st.session_state.draw_model_list["Dalle-v1.1"]
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-
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show_app = st.container()
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@@ -43,20 +50,74 @@ def change_paramater():
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st.session_state.draw_model = st.session_state.draw_model
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-
def
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client = InferenceClient(model=st.session_state.draw_model_list[st.session_state.draw_model])
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image = client.text_to_image(text)
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return image
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def main(prompt):
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show_app.write("**You:** " + prompt)
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-
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-
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with st.sidebar:
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st.session_state.
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prompt = st.chat_input("Send your prompt")
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if prompt:
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from huggingface_hub import InferenceClient
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import streamlit as st
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from io import BytesIO
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from PIL import Image
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import requests
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import base64
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import time
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import base64
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if "draw_model" not in st.session_state:
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st.session_state.draw_model_list = {
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"Dalle-proteus-v0.2":"https://api-inference.huggingface.co/models/dataautogpt3/ProteusV0.2",
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}
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st.session_state.draw_model = st.session_state.draw_model_list["Dalle-v1.1"]
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st.session_state.image_choice = True
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st.session_state.image_choice_name = "Huggingface"
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show_app = st.container()
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st.session_state.draw_model = st.session_state.draw_model
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def image_choice():
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if st.session_state.image_choice:
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st.session_state.image_choice = False
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st.session_state.image_choice_name = "Vispunk"
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else:
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st.session_state.image_choice = True
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st.session_state.image_choice_name = "Huggingface"
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def huggingface_text_to_image(text):
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client = InferenceClient(model=st.session_state.draw_model_list[st.session_state.draw_model])
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image = client.text_to_image(text)
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return image
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def query_vispunk(prompt):
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def request_generate(prompt):
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url = "https://motion-api.vispunk.com/v1/generate/generate_image"
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headers = {"Content-Type": "application/json"}
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data = {"prompt": prompt}
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try:
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response = requests.post(url, headers=headers, json=data)
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return True,response.json()["task_id"]
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except Exception as e:
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st.error(f"Error: {e}")
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return False,None
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def request_image(task_id):
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url = "https://motion-api.vispunk.com/v1/generate/check_image_task"
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headers = {"Content-Type": "application/json"}
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data = {"task_id": task_id}
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try:
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response = requests.post(url, headers=headers, json=data)
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return True,response.json()["images"][0]
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except Exception as e:
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return False,e
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flag_generate,task_id = request_generate(prompt)
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if flag_generate:
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while True:
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flag_wait,image_src = request_image(task_id)
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if not flag_wait:
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time.sleep(1)
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else:
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image_data = base64.b64decode(image_src)
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image = BytesIO(image_data)
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return True,image
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else:
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return False,task_id
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def main(prompt):
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show_app.write("**You:** " + prompt)
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if st.session_state.image_choice:
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image = huggingface_text_to_image(prompt)
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else:
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flag,image = query_vispunk(prompt)
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show_app.image(image,caption=prompt,use_column_width=True)
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with st.sidebar:
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st.session_state.image_choice = st.toggle(st.session_state.image_choice_name,value=st.session_state.image_choice,on_change=image_choice)
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if st.session_state.image_choice:
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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)
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else:
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pass
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prompt = st.chat_input("Send your prompt")
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if prompt:
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