Update src/gradio_interface.py
Browse files- src/gradio_interface.py +42 -41
src/gradio_interface.py
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from src.segmentation import segment_person
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from src.stereoscopic_insert import insert_person
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from src.anaglyph_converter import create_anaglyph
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import
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from src.segmentation import segment_person
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from src.stereoscopic_insert import insert_person
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from src.anaglyph_converter import create_anaglyph
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from src.trial_insert import insert_person_V2
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import cv2
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from PIL import Image
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def generate_anaglyph(
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person_image_path, left_image_path, right_image_path, depth="medium"
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):
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"""
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Generate an anaglyph 3D image by segmenting a person from an uploaded image,
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inserting the segmented person into a stereoscopic pair, and converting the result
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to an anaglyph format.
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Parameters:
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- person_image_path: file path to the uploaded person image.
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- left_image_path: file path to the uploaded left stereoscopic image.
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- right_image_path: file path to the uploaded right stereoscopic image.
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- depth: depth level for the person in the 3D scene ("close", "medium", or "far").
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Returns:
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- Anaglyph PIL image ready for display.
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"""
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# Segment the person from the uploaded image
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person_image = segment_person(person_image_path)
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# Save the segmented image temporarily for overlay purposes
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person_image.save("temp_person.png")
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# Insert the segmented person into the stereoscopic images
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left_image, right_image = insert_person_V2(
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left_image_path, right_image_path, "temp_person.png", depth
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)
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# Create the final anaglyph image from the left and right images
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anaglyph_image = create_anaglyph(left_image, right_image)
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anaglyph_pil = Image.fromarray(cv2.cvtColor(anaglyph_image, cv2.COLOR_BGR2RGB))
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return anaglyph_pil
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