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from modules import script_callbacks |
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import gradio as gr |
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from PIL import Image |
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import numpy as np |
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from imgutils.detect import detect_halfbody, detect_heads |
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def on_ui_tab_called(): |
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with gr.Blocks() as transparent_interface: |
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with gr.Row(): |
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with gr.Tabs(): |
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with gr.TabItem("CropHead"): |
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image_upload_input = gr.Image(label="Upload Image", source="upload",type="pil") |
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button = gr.Button(label="Convert") |
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image_upload_output = gr.Image(label="Output Image",type="numpy") |
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def convert_image(image:Image.Image): |
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if image.mode == "RGBA": |
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white_image = Image.new("RGB", image.size, (255, 255, 255)) |
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white_image.paste(image, mask=image.split()[3]) |
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image = white_image |
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else: |
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image = image.convert("RGB") |
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result = detect_heads(image) |
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new_image = image.crop(result[0][0]) |
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return new_image |
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button.click(convert_image, inputs=[image_upload_input], outputs=[image_upload_output]) |
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return (transparent_interface, "CropHead", "script_crophead_interface"), |
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script_callbacks.on_ui_tabs(on_ui_tab_called) |
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