import os import shutil 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, project_name): # Create the directory if it doesn't exist my_video_directory = f"{project_name}" if not os.path.exists(my_video_directory): os.makedirs(my_video_directory) # Assuming 'images' is a list of image file paths for idx, image in enumerate(video_frames): # Get the base file name (without path) from the original location image_name = os.path.basename(image.name) # Construct the destination path in the working directory destination_path = os.path.join(my_video_directory, image_name) # Copy the image from the original location to the working directory shutil.copy(image.name, destination_path) # Print the image name and its corresponding save path print(f"Image {idx + 1}: {image_name} copied to {destination_path}") # Create the directory if it doesn't exist my_masks_directory = f"{project_name}_masks" if not os.path.exists(my_masks_directory): os.makedirs(my_masks_directory) # Assuming 'images' is a list of image file paths for idx, image in enumerate(masks_frames): # Get the base file name (without path) from the original location image_name = os.path.basename(image.name) # Construct the destination path in the working directory destination_path = os.path.join(my_masks_directory, image_name) # Copy the image from the original location to the working directory shutil.copy(image.name, destination_path) # Print the image name and its corresponding save path print(f"Image {idx + 1}: {image_name} copied to {destination_path}") #video_frames_folder = "inputs/object_removal/bmx-trees" #masks_folder = "inputs/object_removal/bmx-trees_mask" video_frames_folder = f"{my_video_directory}" masks_folder = f"{my_masks_directory}" # 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(output_folder) # Print the content of the "results" folder print(f"Contents of the {output_folder} folder:") for item in result_files: print(item) # List the content of the "bmx-trees" folder within "results" results_folder = os.path.join(output_folder, f"{project_name}") results_folder_content = [os.path.join(results_folder, item) for item in os.listdir(results_folder)] print(f"Contents of the {results_folder} folder:") for item in results_folder_content: print(item) return "done", results_folder_content[0], results_folder_content[1] 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("""

ProPainter

[ICCV 2023] ProPainter: Improving Propagation and Transformer for Video Inpainting
code | project page

""") with gr.Row(): with gr.Column(): project_name = gr.Textbox(label="Name your project", value="my-new-project") video_frames = gr.File(label="Video frames", file_types=["image"], file_count="multiple") masks_frames = gr.File(label="Masks frames", file_types=["image"], file_count="multiple") submit_btn = gr.Button("Submit") with gr.Column(): result = gr.Textbox(label="Result") res_masked = gr.Video() res_files = gr.Video() submit_btn.click(fn=infer, inputs=[video_frames, masks_frames, project_name], outputs=[result, res_masked, res_files]) demo.queue(max_size=12).launch()