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Browse files- app.py +46 -0
- requirements.txt +4 -0
app.py
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import streamlit as st
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import cv2
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import numpy as np
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from PIL import Image, ImageEnhance
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st.title("Image Processing ")
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# Upload image
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uploaded_file = st.file_uploader("Upload an Image", type=["png", "jpg", "jpeg"])
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if uploaded_file is not None:
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image = Image.open(uploaded_file)
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st.image(image, caption="Original Image", use_container_width=True)
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# Convert PIL image to OpenCV format
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img_array = np.array(image)
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# Convert to Grayscale
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if st.button("Convert to Grayscale"):
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gray_image = cv2.cvtColor(img_array, cv2.COLOR_RGB2GRAY)
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st.image(gray_image, caption="Grayscale Image", use_container_width=True, channels="GRAY")
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# Rotate Image
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angle = st.slider("Select Rotation Angle", -180, 180, 0)
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if st.button("Rotate Image"):
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(h, w) = img_array.shape[:2]
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center = (w // 2, h // 2)
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matrix = cv2.getRotationMatrix2D(center, angle, 1.0)
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rotated_image = cv2.warpAffine(img_array, matrix, (w, h))
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st.image(rotated_image, caption=f"Rotated by {angle}°", use_container_width=True)
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# Adjust Brightness
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brightness = st.slider("Adjust Brightness", 0.1, 3.0, 1.0)
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if st.button("Apply Brightness"):
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enhancer = ImageEnhance.Brightness(image)
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bright_image = enhancer.enhance(brightness)
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st.image(bright_image, caption="Brightness Adjusted", use_container_width=True)
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# Adjust Sharpness
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sharpness = st.slider("Adjust Sharpness", 0.1, 3.0, 1.0)
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if st.button("Apply Sharpness"):
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enhancer = ImageEnhance.Sharpness(image)
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sharp_image = enhancer.enhance(sharpness)
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st.image(sharp_image, caption="Sharpness Adjusted", use_container_width=True)
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requirements.txt
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streamlit>=1.0.0
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opencv-python>=4.5.0
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numpy>=1.19.0
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Pillow>=8.0.0
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