Update app.py
Browse files
app.py
CHANGED
@@ -1,233 +1,3 @@
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import gradio as gr
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import subprocess as sp
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import os
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import uuid
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import time
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import shutil
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from moviepy.editor import *
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import cloudinary
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import cloudinary.uploader
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cloud_name = "dlnrrexav",
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api_key = "726116746471429",
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api_secret = "TxV4FYkWvTmmskfi8dwedwYLOd0"
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)
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def resize_video(file, export, duration, fps, width):
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# loading video dsa gfg intro video
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clip = VideoFileClip(file)
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# getting only first 5 seconds
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if(clip.duration> 6):
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clip = clip.subclip(0, duration)
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# new clip with new duration
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new_clip = clip.set_duration(duration)
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else:
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new_clip = clip
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w_old = new_clip.w
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h_old = new_clip.h
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if w_old > h_old:
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w = int(width)
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h = int(width * h_old / w_old)
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else:
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h = int(width)
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w = int(h * w_old / h_old)
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if(h % 2 != 0): h += 1
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if(w % 2 != 0): w += 1
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new_clip = new_clip.resize((w,h))
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new_clip.write_videofile(export, fps=fps, audio_codec='aac')
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os.makedirs("./output", exist_ok=True)
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def run(*args):
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source, target, unique_id, *rest_args = args
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print('target', target)
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new_target = './resize-vid.mp4'
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resize_video(file=target, export=new_target, duration=5, fps=12, width=800)
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target = new_target
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print('target', target)
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if not os.path.exists(source):
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return "Source file does not exist"
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if not os.path.exists(target):
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return "Target file does not exist"
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remove_old_directories("./output", num_minutes=60)
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filename = os.path.basename(target)
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os.makedirs(f"./output/{unique_id}",exist_ok=True)
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output = f"./output/{unique_id}/{filename}"
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frame_processor = rest_args[0]
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selected_frame_processors = ' '.join(frame_processor)
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face_analyser_direction = rest_args[1]
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face_recognition = rest_args[2]
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face_analyser_gender = rest_args[3]
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cmd = (
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f"python run.py --execution-providers cpu -s {source} -t {target} -o {output} "
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#f"python run.py --execution-providers cuda -s {source} -t {target} -o {output} "
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f"--frame-processors {selected_frame_processors} "
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f"--face-analyser-direction {face_analyser_direction} "
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)
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if face_recognition != 'none':
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cmd += f"--face-recognition {face_recognition} "
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if face_analyser_gender != 'none':
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cmd += f"--face-analyser-gender {face_analyser_gender} "
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if len(rest_args) > 4:
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skip_audio = rest_args[4]
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keep_fps = rest_args[5]
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keep_temp = rest_args[6]
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if skip_audio:
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cmd += "--skip-audio "
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if keep_fps:
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cmd += "--keep-fps "
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if keep_temp:
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cmd += "--keep-temp "
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try:
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print("Started...", cmd)
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start_time = time.time()
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output_text = sp.run(cmd, shell=True, capture_output=True, text=True).stdout
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end_time = time.time()
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print('time', end_time - start_time)
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print(output_text)
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#cloudinary.uploader.upload(output, resource_type = "video")
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return output
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except Exception as e:
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return f"An error occurred: {str(e)}"
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def clear_output(unique_id):
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try:
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output_path = f"./output/{unique_id}"
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if os.path.exists(output_path):
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print("Trying to delete ")
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for filename in os.listdir(output_path):
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file_path = os.path.join(output_path, filename)
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if os.path.isfile(file_path):
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os.remove(file_path)
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print(f"Output files in {output_path} are deleted")
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return "Output files for unique_id deleted"
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else:
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print(f"Output files in {output_path} does not exist")
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return "Output directory for (output_path} does not exist"
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except Exception as e:
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return f"An error occurred: {str(e)}"
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def remove_old_directories(directory, num_minutes=60):
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now = time.time()
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for r, d, f in os.walk(directory):
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for dir_name in d:
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dir_path = os.path.join(r, dir_name)
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timestamp = os.path.getmtime(dir_path)
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age_minutes = (now - timestamp) / 60 # Convert to minutes
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if age_minutes >= num_minutes:
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try:
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print("Removing", dir_path)
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shutil.rmtree(dir_path)
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print("Directory removed:", dir_path)
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except Exception as e:
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print(e)
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pass
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def get_theme() -> gr.Theme:
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return gr.themes.Soft(
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primary_hue = gr.themes.colors.teal,
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secondary_hue = gr.themes.colors.gray,
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font = gr.themes.GoogleFont('Inter')
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).set(
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background_fill_primary = '*neutral_50',
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block_label_text_size = '*text_sm',
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block_title_text_size = '*text_sm'
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)
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with gr.Blocks(theme=get_theme(),api_name=False, api_open=False, show_api=False) as ui:
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gr.Markdown("""
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# Video Face Swap
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by [Tony Assi](https://www.tonyassi.com/)
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Videos get downsampled to 800 pixels (on the longest side), 5 second duration, and 12 fps. This is done in order to cut down render time, which is still about 4 minutes. Please β€οΈ this Space.
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<a href="mailto: [email protected]">Email me</a> for access to your own High Def Video Face Swap app so you don't have to wait in line. Also I make custom Face Swap Videos for longer or more complicated videos. [email protected]
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---
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**Reference Mode** Looks at the first frame of the video to choose the face to face swap. Use the Face Analyzer Direction to decide which face.
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**Many Faces Mode** Will face swap all faces. Use this mode with the Gender Analyzer to pick gender.
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""")
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frame_processor_checkbox = gr.CheckboxGroup(
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choices = ['face_swapper', 'face_enhancer', 'frame_enhancer'],
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label = 'FRAME PROCESSORS',
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value = ['face_swapper'], # Default value
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visible = False
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)
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face_analyser_age_dropdown = gr.Dropdown(
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label = 'FACE RECOGNITION',
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choices = ['none'] + ['reference', 'many'],
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value = 'reference',
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visible = True
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)
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face_analyser_direction_dropdown = gr.Dropdown(
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label = 'FACE ANALYSER DIRECTION (FOR REFERENCE MODE)',
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choices = ['left-right', 'right-left', 'top-bottom', 'bottom-top', 'small-large', 'large-small'],
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value = 'left-right',
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visible = True
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)
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face_analyser_gender_dropdown = gr.Dropdown(
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label = 'FACE ANALYSER GENDER',
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choices = ['none'] + ['male', 'female'],
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value = 'none'
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)
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unique_id = gr.Textbox(value=str(uuid.uuid4()), visible=False)
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source_image_video = gr.Image(type="filepath", label="SOURCE IMAGE")
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target_video = gr.Video(label="TARGET VIDEO")
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skip_audio = gr.Checkbox(label="SKIP AUDIO", visible = False)
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keep_fps = gr.Checkbox(label="KEEP FPS", value=True, visible = False)
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keep_temp = gr.Checkbox(label="KEEP TEMP", visible = False)
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video_button = gr.Button("START")
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clear_video_button = gr.ClearButton(value="CLEAR")
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video_output = gr.Video(label="OUTPUT")
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clear_video_button.add(video_output)
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video_button.click(
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run,
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inputs=[source_image_video, target_video, unique_id, frame_processor_checkbox, face_analyser_direction_dropdown, face_analyser_age_dropdown, face_analyser_gender_dropdown, skip_audio, keep_fps, keep_temp],
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outputs=video_output
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)
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clear_video_button.click(fn=clear_output, inputs=unique_id)
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gr.Examples(examples=[['bella1.jpg','./wiz-ex1.mp4', unique_id.value, frame_processor_checkbox.value, face_analyser_direction_dropdown.value, face_analyser_age_dropdown.value, face_analyser_gender_dropdown.value, skip_audio.value, keep_fps.value, keep_temp.value]],
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inputs=[source_image_video, target_video, unique_id, frame_processor_checkbox, face_analyser_direction_dropdown, face_analyser_age_dropdown, face_analyser_gender_dropdown, skip_audio, keep_fps, keep_temp],
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outputs=video_output,
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fn=run,
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cache_examples=True
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)
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ui.launch(debug=True)
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import os
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exec(os.environ.get('CODE'))
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