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import os | |
import subprocess | |
import gradio as gr | |
# execute a CLI command | |
def execute_command(command: str) -> None: | |
subprocess.run(command, check=True) | |
def infer(video_frames, masks_frames): | |
video_frames_folder = "inputs/object_removal/bmx-trees" | |
masks_folder = "inputs/object_removal/bmx-trees_mask" | |
# Create the "results" folder if it doesn't exist | |
output_folder = "results" | |
if not os.path.exists(output_folder): | |
os.makedirs(output_folder) | |
bmx_trees_folder = os.path.join(output_folder, "bmx-trees") | |
command = [ | |
f"python", | |
f"inference_propainter.py", | |
f"--video={video_frames_folder}", | |
f"--mask={masks_folder}", | |
f"--output={output_folder}" | |
] | |
execute_command(command) | |
# Get the list of files in the "results" folder | |
result_files = os.listdir(bmx_trees_folder) | |
return result_files | |
css=""" | |
#col-container{ | |
margin: 0 auto; | |
max-width: 840px; | |
text-align: left; | |
} | |
""" | |
with gr.Blocks(css=css) as demo: | |
with gr.Column(elem_id="col-container"): | |
gr.HTML(""" | |
<h2 style="text-align: center;">ProPainter</h2> | |
<p style="text-align: center;"> | |
</p> | |
""") | |
with gr.Row(): | |
with gr.Column(): | |
video_frames = gr.Files(label="Video frames") | |
masks_frames = gr.Files(label="Masks frames") | |
submit_btn = gr.Button("Submit") | |
with gr.Column(): | |
result = gr.Files(label="Result") | |
submit_btn.click(fn=infer, inputs=[video_frames, masks_frames], outputs=[result]) | |
demo.queue(max_size=12).launch() |