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Update pages/Data Collection.py
Browse files- pages/Data Collection.py +40 -28
pages/Data Collection.py
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@@ -346,38 +346,50 @@ elif st.session_state.current_page == "explore_images_video":
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st.pyplot(fig)
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st.write("""
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<h5 style="color: #333;">1. Black and White</h5>
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<p style="font-size: 16px; color: #333;">
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This color space represents an image with just two colors—black and white. It is often used to simplify images by focusing on brightness or contrast, removing the color information.
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</p>
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st.pyplot(fig)
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st.write("""
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<div style="text-align: left; margin-top: 20px;">
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<h3 style="color: #5b2c6f;">What are Color Spaces?</h3>
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<p style="font-size: 16px; color: #333;">
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A <strong>color space</strong> is a technique used to represent the colors of an image in a numerical format.
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It allows us to preserve the color information while converting it into a form that machines can understand.
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Since machines cannot "see" images as humans do, they interpret numerical values. Therefore, color spaces
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are crucial for converting images into a format that can be processed by a machine.
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</p>
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<h4 style="color: #2a52be;">For Example: How Machine Learning Models Work With Images 🖼️</h4>
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<p style="font-size: 16px; color: #333;">
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Imagine you're building a machine learning model to classify images of dogs and cats. You provide the model with images,
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but since the machine cannot understand images directly, you need to convert them into numerical data. This is where
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color spaces play a vital role. They help convert the color information in the images into numbers that the machine
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can process, allowing it to learn from the data and make accurate predictions.
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</p>
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<h4 style="color: #5b2c6f;">Common Color Spaces</h4>
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<p style="font-size: 16px; color: #333;">
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Below are some common color spaces used in image processing:
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</p>
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<h5 style="color: #333;">1. Black and White</h5>
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<p style="font-size: 16px; color: #333;">
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This color space represents an image with just two colors—black and white. It is often used to simplify images by
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focusing on brightness or contrast, removing the color information.
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</p>
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<h5 style="color: #333;">2. Grayscale</h5>
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<p style="font-size: 16px; color: #333;">
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Grayscale images use different shades of gray to represent the colors in an image. It has 256 levels, ranging from
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black to white, with varying intensities of gray in between. This color space is often used in tasks where color is
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not essential.
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</p>
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<h5 style="color: #333;">3. Red, Green, Blue (RGB)</h5>
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<p style="font-size: 16px; color: #333;">
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RGB is one of the most common color spaces used in digital imaging. It represents colors by combining red, green,
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and blue light. Each channel has values between 0 and 255, and by mixing these three colors, we can create a wide
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range of colors.
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</p>
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</div>
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""", unsafe_allow_html=True)
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