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import numpy as np
import gradio as gr
import cv2
def to_black(image, transfer_style):
if transfer_style == "Hayao":
output = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)# 转换为灰度图像
return output
elif transfer_style == "Shinkai":
return image
elif transfer_style == "Kon Satoshi":
return image
else:
return image
def clear_output(input_widget):
input_widget = np.array([])
with gr.Blocks() as demo:
gr.Markdown("Transfer image or video files using this demo.")
with gr.Tabs():
with gr.TabItem("Transfer Image"):
with gr.Row():
image_input = gr.Image()
image_output = gr.Image()
with gr.Row():
image_dropdown = gr.Dropdown(label="Transfer Style",choices=["Hayao", "Shinkai", "Kon Satoshi"])
image_button = gr.Button("Transfer")
clear_image_button = gr.Button("Clear")
with gr.TabItem("Transfer Video"):
with gr.Row():
video_dropdown = gr.Dropdown(label="Transfer Style",choices=["Hayao", "Shinkai", "Kon Satoshi"])
video_input = gr.Video()
video_output = gr.Video()
with gr.Row():
video_button = gr.Button("Transfer")
clear_video_button = gr.Button("Clear")
image_button.click(to_black, inputs=[image_input,image_dropdown], outputs=image_output)
video_button.click(to_black, inputs=[video_input,video_dropdown], outputs=video_output)
clear_image_button.click(clear_output, inputs=image_input,outputs=image_output)
clear_video_button.click(clear_output, inputs=video_input,outputs=video_output)
demo.launch()
# 启动接口
#demo.launch(server_name='127.0.0.1',server_port=7788)
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