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Update app.py
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app.py
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@@ -9,18 +9,11 @@ import time
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import base64
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import json
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# Local Dev
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import os
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from dotenv import load_dotenv
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load_dotenv()
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FAL_KEY = os.getenv("FAL_KEY")
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with open("examples/examples.json") as f:
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examples = json.load(f)
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# IC Light, Replace Background
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async def submit_ic_light_bria(image_data, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color):
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if not lightsource_start_color.startswith("#"):
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lightsource_start_color = f"#{lightsource_start_color}"
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if not lightsource_end_color.startswith("#"):
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@@ -29,7 +22,6 @@ async def submit_ic_light_bria(image_data, positive_prompt, negative_prompt, lig
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retries = 3
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for attempt in range(retries):
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try:
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fal_client.set_api_key(FAL_KEY) # Set the API key before making the request
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handler = await fal_client.submit_async(
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"comfy/martintmv-git/ic-light-bria",
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arguments={
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@@ -38,7 +30,8 @@ async def submit_ic_light_bria(image_data, positive_prompt, negative_prompt, lig
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"Negative Prompt": negative_prompt,
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"lightsource_start_color": lightsource_start_color,
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"lightsource_end_color": lightsource_end_color
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}
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)
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log_index = 0
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@@ -70,18 +63,18 @@ async def submit_ic_light_bria(image_data, positive_prompt, negative_prompt, lig
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return [f"Error: {str(e)}"], None
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# SDXL, Depth Anything, Replace Background
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async def submit_sdxl_rembg(image_data, positive_prompt, negative_prompt):
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retries = 3
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for attempt in range(retries):
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try:
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fal_client.set_api_key(FAL_KEY) # Set the API key before making the request
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handler = await fal_client.submit_async(
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"comfy/martintmv-git/sdxl-depthanything-rembg",
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arguments={
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"loadimage_1": image_data,
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"Positive prompt": positive_prompt,
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"Negative prompt": negative_prompt
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}
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)
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log_index = 0
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@@ -108,16 +101,15 @@ async def submit_sdxl_rembg(image_data, positive_prompt, negative_prompt):
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except Exception as e:
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print(f"Attempt {attempt + 1} failed: {e}")
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if attempt < retries - 1:
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time.sleep(2)
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else:
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return [f"Error: {str(e)}"], None
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# SV3D, AnimateDiff
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async def submit_sv3d(image_data, fps, loop_frames_count, gif_loop):
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retries = 3
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for attempt in range(retries):
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try:
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fal_client.set_api_key(FAL_KEY) # Set the API key before making the request
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handler = await fal_client.submit_async(
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"comfy/martintmv-git/sv3d",
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arguments={
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@@ -126,7 +118,7 @@ async def submit_sv3d(image_data, fps, loop_frames_count, gif_loop):
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"Loop Frames Count": loop_frames_count,
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"GIF Loop": gif_loop
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},
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credentials={"
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)
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log_index = 0
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@@ -158,17 +150,17 @@ def convert_image_to_base64(image):
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image.save(buffered, format="PNG")
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return "data:image/png;base64," + base64.b64encode(buffered.getvalue()).decode()
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def submit_sync_ic_light_bria(image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color):
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image_data = convert_image_to_base64(Image.open(image_upload))
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return asyncio.run(submit_ic_light_bria(image_data, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color))
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def submit_sync_sdxl_rembg(image_upload, positive_prompt, negative_prompt):
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image_data = convert_image_to_base64(Image.open(image_upload))
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return asyncio.run(submit_sdxl_rembg(image_data, positive_prompt, negative_prompt))
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def submit_sync_sv3d(image_upload, fps, loop_frames_count, gif_loop):
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image_data = convert_image_to_base64(Image.open(image_upload))
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return asyncio.run(submit_sv3d(image_data, fps, loop_frames_count, gif_loop))
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def run_gradio_app():
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with gr.Blocks() as demo:
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@@ -203,55 +195,36 @@ def run_gradio_app():
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output_result = gr.Image(label="Result")
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def validate_api_key(api_key):
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FAL_KEY = api_key
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return gr.Row(visible=True)
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api_key_submit.click(
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fn=validate_api_key,
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inputs=api_key_input,
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outputs=main_content
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)
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def
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if workflow == "IC Light, Replace Background":
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elif workflow == "SDXL, Depth Anything, Replace Background":
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elif workflow == "SV3D":
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def
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if workflow == "IC Light, Replace Background":
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return logs, image
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elif workflow == "SDXL, Depth Anything, Replace Background":
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return logs, image
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elif workflow == "SV3D":
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submit_btn.click(
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fn=on_submit,
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inputs=[image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color, fps, loop_frames_count, gif_loop, workflow],
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outputs=[output_logs, output_result]
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)
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gr.Examples(
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examples=[
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[example['input_image'], example['positive_prompt'], example['negative_prompt'], example.get('lightsource_start_color', "#FFFFFF"), example.get('lightsource_end_color', "#000000"), example.get('fps', 8), example.get('loop_frames_count', 30), example.get('gif_loop', True), example['workflow']]
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for example in examples
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],
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inputs=[image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color, fps, loop_frames_count, gif_loop, workflow],
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outputs=[output_logs, output_result],
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fn=on_submit,
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cache_examples=True
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)
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demo.launch()
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if __name__ == "__main__":
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run_gradio_app()
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import base64
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import json
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with open("examples/examples.json") as f:
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examples = json.load(f)
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# IC Light, Replace Background
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async def submit_ic_light_bria(api_key, image_data, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color):
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if not lightsource_start_color.startswith("#"):
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lightsource_start_color = f"#{lightsource_start_color}"
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if not lightsource_end_color.startswith("#"):
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retries = 3
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for attempt in range(retries):
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try:
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handler = await fal_client.submit_async(
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"comfy/martintmv-git/ic-light-bria",
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arguments={
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"Negative Prompt": negative_prompt,
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"lightsource_start_color": lightsource_start_color,
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"lightsource_end_color": lightsource_end_color
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},
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credentials={"api_key": api_key} # Pass the user's API key dynamically
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)
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log_index = 0
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return [f"Error: {str(e)}"], None
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# SDXL, Depth Anything, Replace Background
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async def submit_sdxl_rembg(api_key, image_data, positive_prompt, negative_prompt):
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retries = 3
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for attempt in range(retries):
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try:
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handler = await fal_client.submit_async(
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"comfy/martintmv-git/sdxl-depthanything-rembg",
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arguments={
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"loadimage_1": image_data,
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"Positive prompt": positive_prompt,
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"Negative prompt": negative_prompt
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},
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credentials={"api_key": api_key} # Pass the user's API key dynamically
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)
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log_index = 0
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except Exception as e:
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print(f"Attempt {attempt + 1} failed: {e}")
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if attempt < retries - 1:
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time.sleep(2) # HTTP req retry mechanism
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else:
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return [f"Error: {str(e)}"], None
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# SV3D, AnimateDiff
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async def submit_sv3d(api_key, image_data, fps, loop_frames_count, gif_loop):
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retries = 3
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for attempt in range(retries):
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try:
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handler = await fal_client.submit_async(
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"comfy/martintmv-git/sv3d",
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arguments={
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"Loop Frames Count": loop_frames_count,
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"GIF Loop": gif_loop
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},
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credentials={"api_key": api_key} # Pass the user's API key dynamically
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)
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log_index = 0
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image.save(buffered, format="PNG")
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return "data:image/png;base64," + base64.b64encode(buffered.getvalue()).decode()
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def submit_sync_ic_light_bria(api_key, image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color):
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image_data = convert_image_to_base64(Image.open(image_upload))
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return asyncio.run(submit_ic_light_bria(api_key, image_data, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color))
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def submit_sync_sdxl_rembg(api_key, image_upload, positive_prompt, negative_prompt):
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image_data = convert_image_to_base64(Image.open(image_upload))
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return asyncio.run(submit_sdxl_rembg(api_key, image_data, positive_prompt, negative_prompt))
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def submit_sync_sv3d(api_key, image_upload, fps, loop_frames_count, gif_loop):
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image_data = convert_image_to_base64(Image.open(image_upload))
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return asyncio.run(submit_sv3d(api_key, image_data, fps, loop_frames_count, gif_loop))
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def run_gradio_app():
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with gr.Blocks() as demo:
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output_result = gr.Image(label="Result")
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def validate_api_key(api_key):
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return gr.Row(visible=True), api_key
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api_key_submit.click(validate_api_key, [api_key_input], [main_content, api_key_input])
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def submit_handler(api_key, workflow, image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color, fps, loop_frames_count, gif_loop):
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if workflow == "IC Light, Replace Background":
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logs, result_image = submit_sync_ic_light_bria(api_key, image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color)
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return logs, result_image
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elif workflow == "SDXL, Depth Anything, Replace Background":
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logs, result_image = submit_sync_sdxl_rembg(api_key, image_upload, positive_prompt, negative_prompt)
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return logs, result_image
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elif workflow == "SV3D":
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logs, gif_url = submit_sync_sv3d(api_key, image_upload, fps, loop_frames_count, gif_loop)
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response = requests.get(gif_url)
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gif_bytes = BytesIO(response.content)
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return logs, Image.open(gif_bytes)
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submit_btn.click(submit_handler, [api_key_input, workflow, image_upload, positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color, fps, loop_frames_count, gif_loop], [output_logs, output_result])
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def update_fields(workflow):
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if workflow == "IC Light, Replace Background":
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return gr.update(visible=True), gr.update(visible=True), gr.update(visible=True), gr.update(visible=True), gr.update(visible=False), gr.update(visible=False), gr.update(visible=False)
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elif workflow == "SDXL, Depth Anything, Replace Background":
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return gr.update(visible=True), gr.update(visible=True), gr.update(visible=False), gr.update(visible=False), gr.update(visible=False), gr.update(visible=False), gr.update(visible=False)
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elif workflow == "SV3D":
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return gr.update(visible=False), gr.update(visible=False), gr.update(visible=False), gr.update(visible=False), gr.update(visible=True), gr.update(visible=True), gr.update(visible=True)
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workflow.change(update_fields, workflow, [positive_prompt, negative_prompt, lightsource_start_color, lightsource_end_color, fps, loop_frames_count, gif_loop])
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demo.launch()
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if __name__ == "__main__":
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run_gradio_app()
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