Rename app.pi to app.py
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app.pi
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app.py
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import streamlit as st
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from PIL import Image, ImageOps
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import numpy as np
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import cv2
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def remove_colors(image: Image.Image) -> Image.Image:
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"""
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Convert an image to grayscale.
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"""
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gray_image = ImageOps.grayscale(image)
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return gray_image
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def reverse_edits(image: Image.Image) -> Image.Image:
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"""
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Attempt to reverse edits by applying a smoothing filter to reduce harsh effects.
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Note: Fully reversing edits is context-dependent and may not be completely achievable.
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"""
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# Convert to OpenCV format
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image_np = np.array(image)
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image_cv = cv2.cvtColor(image_np, cv2.COLOR_RGB2BGR)
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# Apply smoothing to remove harsh edits
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restored_image = cv2.medianBlur(image_cv, 5)
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# Convert back to PIL format
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restored_image_pil = Image.fromarray(cv2.cvtColor(restored_image, cv2.COLOR_BGR2RGB))
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return restored_image_pil
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# Streamlit app UI
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st.title("Image Processing: Remove Colors & Reverse Edits")
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# File uploader
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uploaded_file = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])
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if uploaded_file is not None:
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# Load the image
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image = Image.open(uploaded_file)
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st.image(image, caption="Original Image", use_column_width=True)
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# Process the image
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st.subheader("Processed Images")
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grayscale_image = remove_colors(image)
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st.image(grayscale_image, caption="Grayscale Image", use_column_width=True)
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restored_image = reverse_edits(image)
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st.image(restored_image, caption="Edit-Reversed Image", use_column_width=True)
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