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Update app.py
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app.py
CHANGED
@@ -1,16 +1,13 @@
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import streamlit as st
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import requests
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from PIL import Image
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import datetime
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import io
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import os
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os.makedirs(output_dir, exist_ok=True)
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def generate_image(api_key, prompt, aspect_ratio, mode, model, seed, output_format, strength=None, negative_prompt=None, image_file=None): #, num_outputs=1):
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headers = {
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"authorization": f"Bearer {api_key}",
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"accept": "image/*"
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@@ -19,11 +16,10 @@ def generate_image(api_key, prompt, aspect_ratio, mode, model, seed, output_form
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"prompt": prompt,
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"mode": mode,
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"model": model,
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# "num_outputs": num_outputs,
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"output_format": output_format
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}
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files = {"none": ''}
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if mode == "text-to-image":
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files["aspect_ratio"] = (None, aspect_ratio)
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@@ -31,10 +27,10 @@ def generate_image(api_key, prompt, aspect_ratio, mode, model, seed, output_form
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if seed != 0:
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data['seed'] = seed
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if negative_prompt:
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if image_file is not None:
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if strength is not None:
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files["strength"] = (None, str(strength))
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if seed is not None:
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@@ -47,6 +43,7 @@ def generate_image(api_key, prompt, aspect_ratio, mode, model, seed, output_form
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)
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return response
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def main():
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st.image("static/SD3_webui_logo_image.png", use_column_width=True)
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@@ -56,8 +53,6 @@ def main():
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st.session_state.prompt = ""
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if 'negative_prompt' not in st.session_state:
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st.session_state.negative_prompt = ""
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if 'seed' not in st.session_state:
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st.session_state.seed = 0
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api_key = st.text_input("Enter your API key:", type="password", value=st.session_state.api_key)
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models = st.selectbox("Select model:", ["sd3", "sd3-turbo"], index=0)
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@@ -65,45 +60,44 @@ def main():
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prompt = st.text_area("Enter positive prompt:", value=st.session_state.prompt)
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negative_prompt = st.text_input("Enter negative prompt: (optional)", value=st.session_state.negative_prompt)
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aspect_ratios = st.selectbox("Select the aspect ratio:", ["1:1", "2:3", "3:2", "4:5", "5:4", "16:9", "21:9", "9:16", "9:21"], index=0) if mode == "text-to-image" else None
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seed = st.
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strength = st.slider("Denoising strength:", min_value=0.0, max_value=1.0, value=0.5, step=0.01) if mode == "image-to-image" else None
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# num_outputs = st.number_input("Batch Count:", min_value=1, max_value=20, value=1, step=1)
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output_formats = st.selectbox("Select the output format:", ["jpeg", "png"], index=1)
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st.session_state.api_key = api_key
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st.session_state.prompt = prompt
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st.session_state.negative_prompt = negative_prompt
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st.session_state.seed = seed
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uploaded_file = st.file_uploader("Upload for image-to-image generation:", type=["png", "jpg", "jpeg"]) if mode == "image-to-image" else None
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if st.button('Generate Image', use_container_width=True):
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with st.spinner('Generating Image...'):
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result = generate_image(api_key, prompt, aspect_ratios, mode, models, seed, output_formats, strength, negative_prompt, uploaded_file)
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if result.status_code == 200:
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image = Image.open(io.BytesIO(result.content))
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st.image(image, use_column_width=True)
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current_time =
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file_path = os.path.join(
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image.save(file_path)
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st.success(f'Image saved to {file_path}')
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else:
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st.error('Failed to generate image: ' + str(result.json()))
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with st.sidebar:
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st.link_button("Stability.Ai _ API Documentation", "https://platform.stability.ai/docs/api-reference")
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with st.expander(
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st.markdown(
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"""
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- SD3 - 6.5 credits per image or $0.065
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- SD3 Turbo - 4.0 credits per image or $0.04
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Additional credits can be purchased via the account_page button below.
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Credits cost $10 per 1,000 credits, which is
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"""
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)
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st.link_button("Account_Page", "https://platform.stability.ai/account/credits")
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if __name__ == "__main__":
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main()
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import streamlit as st
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import requests
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from PIL import Image
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import io
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import os
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import time
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st.set_page_config(initial_sidebar_state="collapsed", layout="centered")
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def generate_image(api_key, prompt, aspect_ratio, mode, model, seed, output_format, strength=None, negative_prompt=None, image_file=None):
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headers = {
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"authorization": f"Bearer {api_key}",
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"accept": "image/*"
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"prompt": prompt,
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"mode": mode,
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"model": model,
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"output_format": output_format
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}
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files = {"none": ''}
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if mode == "text-to-image":
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files["aspect_ratio"] = (None, aspect_ratio)
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if seed != 0:
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data['seed'] = seed
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if negative_prompt:
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data['negative_prompt'] = negative_prompt
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if image_file is not None:
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image_bytes = image_file.getvalue()
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files = {'image': ('image.jpg', image_bytes, 'image/jpeg')}
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if strength is not None:
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files["strength"] = (None, str(strength))
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if seed is not None:
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)
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return response
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# Streamlit Ui
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def main():
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st.image("static/SD3_webui_logo_image.png", use_column_width=True)
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st.session_state.prompt = ""
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if 'negative_prompt' not in st.session_state:
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st.session_state.negative_prompt = ""
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api_key = st.text_input("Enter your API key:", type="password", value=st.session_state.api_key)
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models = st.selectbox("Select model:", ["sd3", "sd3-turbo"], index=0)
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prompt = st.text_area("Enter positive prompt:", value=st.session_state.prompt)
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negative_prompt = st.text_input("Enter negative prompt: (optional)", value=st.session_state.negative_prompt)
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aspect_ratios = st.selectbox("Select the aspect ratio:", ["1:1", "2:3", "3:2", "4:5", "5:4", "16:9", "21:9", "9:16", "9:21"], index=0) if mode == "text-to-image" else None
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seed = st.number_input("Set seed: (randomize = 0)", min_value=0, max_value=4294967294, value=0, step=1)
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strength = st.slider("Denoising strength:", min_value=0.0, max_value=1.0, value=0.5, step=0.01) if mode == "image-to-image" else None
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output_formats = st.selectbox("Select the output format:", ["jpeg", "png"], index=1)
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st.session_state.api_key = api_key
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st.session_state.prompt = prompt
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st.session_state.negative_prompt = negative_prompt
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uploaded_file = st.file_uploader("Upload for image-to-image generation:", type=["png", "jpg", "jpeg"]) if mode == "image-to-image" else None
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if st.button(':blue[Generate Image]', use_container_width=True):
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with st.spinner('Generating Image...'):
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result = generate_image(api_key, prompt, aspect_ratios, mode, models, seed, output_formats, strength, negative_prompt, uploaded_file, download)
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if result.status_code == 200:
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image = Image.open(io.BytesIO(result.content))
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st.image(image, use_column_width=True)
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current_time = time.strftime("%H.%M.%S").lower()
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file_path = os.path.join(f"gen_{models}_{seed}_{current_time}.{output_formats}")
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image.save(file_path)
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st.success(f'Image saved to {file_path}')
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# Download generated image for Huggingface Spaces add-on
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with open(file_path, "rb") as file:
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download = st.download_button(label=":green[Download Image]", data=file, file_name=file_path, mime=f"image/{output_formats}", use_container_width=True)
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else:
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st.error('Failed to generate image: ' + str(result.json()))
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with st.sidebar:
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st.link_button("Stability.Ai _ API Documentation", "https://platform.stability.ai/docs/api-reference", use_container_width=True)
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with st.expander("Image Generation Costs", expanded=True):
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st.markdown("""
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- SD3 - 6.5 credits per image or $0.065
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- SD3 Turbo - 4.0 credits per image or $0.04
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Additional credits can be purchased via the account_page button below.
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Credits cost $10 per 1,000 credits, which is enough credits for roughly 154 SD3 images or 250 SD3 Turbo images.
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""")
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st.link_button("Account_Page", "https://platform.stability.ai/account/credits", use_container_width=True)
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if __name__ == "__main__":
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main()
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