Zero_to_Hero_ML / pages /Info _of_Image.py
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Update pages/Info _of_Image.py
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import streamlit as st
import pandas as pd
import numpy as np
# Custom CSS for styling
custom_css = """
<style>
html, body, [data-testid="stAppViewContainer"] {
background-image: linear-gradient(
rgba(0, 0, 0, 0.6),
rgba(0, 0, 0, 0.6)
),
url("https://www.istockphoto.com/photo/tech-or-space-background-abstract-3d-illustration-gm1367865109-437999705?utm_source=pixabay&utm_medium=affiliate&utm_campaign=SRP_photo_sponsored&utm_content=https%3A%2F%2Fpixabay.com%2Fphotos%2Fsearch%2Fbackground%2520datascience%2F&utm_term=background+datascience.jpg");
background-size: cover;
background-position: center;
background-repeat: no-repeat;
background-attachment: fixed;
color: white; /* Ensures all text is readable */
}
h2, h3 {
color: #FFD700; /* Gold color for headings */
}
p {
color: #FFFFFF; /* White text for paragraphs */
}
.stButton>button {
background-color: #4CAF50; /* Green */
color: white;
padding: 10px 24px;
border: none;
border-radius: 5px;
text-align: center;
font-size: 16px;
margin: 4px 2px;
transition-duration: 0.4s;
cursor: pointer;
}
.stButton>button:hover {
background-color: #45a049; /* Darker Green on hover */
color: white;
}
.stButton>div:nth-child(1)>button {
background-color: #2196F3; /* Blue */
}
.stButton>div:nth-child(2)>button {
background-color: #f44336; /* Red */
}
.stButton>div:nth-child(3)>button {
background-color: #FF9800; /* Orange */
}
</style>
"""
# Inject the CSS into the app
st.markdown(custom_css, unsafe_allow_html=True)
# Page content
st.markdown("<h2 style='text-align: left; color: Black;'>What is IMAGE</h2>", unsafe_allow_html=True)
st.markdown(
"<p style='font-size: 16px; color: White; font-style: italic;'>"
"An image is a visual depiction of a subject, such as a person, object, scene, or idea, created or captured through means like photography, drawing, painting, or digital tools. It can take various forms, including photographs, illustrations, artworks, or computer-generated visuals."
"</p>",
unsafe_allow_html=True
)
st.markdown("<h2 style='text-align: left; color: Black;'>Features of IMAGE</h2>", unsafe_allow_html=True)
st.markdown(
"<p style='font-size: 16px; color: White; font-style: italic;'>"
"Pixels: Images are composed of small dots called pixels, each containing color data that together create the overall image."
"</p>",
unsafe_allow_html=True
)
st.markdown(
"<p style='font-size: 16px; color: White; font-style: italic;'>"
"File Formats: Images can be stored in different formats,"
"JPEG/JPG: Widely used for photographs and online images due to their efficient balance between quality and file size."
"PNG: Preferred for high-quality visuals or images requiring transparency, such as logos."
"GIF: Commonly utilized for basic animations or compact graphics."
"</p>",
unsafe_allow_html=True
)
st.markdown("<h2 style='text-align: left; color: Black;'>Basic Operations in IMAGE</h2>", unsafe_allow_html=True)
st.markdown(
"<p style='font-size: 16px; color: White; font-style: italic;'>"
"For performing this Basic Operations we use cv2 function from opencv library"
"cv2 is the Python module for OpenCV (Open Source Computer Vision Library), a powerful library used for computer vision and image processing tasks. It provides a wide range of tools and algorithms for analyzing and manipulating images and videos."
"</p>",
unsafe_allow_html=True
)
st.markdown("<h3 style='text-align: left; color: Black;'>Why cv2 is Used</h3>", unsafe_allow_html=True)
st.markdown(
"<p style='font-size: 16px; color: White; font-style: italic;'>"
"cv2 is used for various ways like:"
"1. Image Processing"
"2. Video Analysis"
"3. Feature Detection"
"4. Image Transformations"
"</p>",
unsafe_allow_html=True
)
st.markdown("<h3 style='text-align: left; color: Black;'>Operations Used</h3>", unsafe_allow_html=True)
st.markdown("1. imread()")
st.markdown("2. imshow()")
st.markdown("3. imwrite()")
st.markdown("4. cv2.waitkey()")
st.markdown("5. destroyAllWindows()")
# Buttons for each stage
st.markdown("###")
col1, col2, col3 = st.columns(3)
with col1:
if st.button("Color Space"):
if st.switch_page("pages/sub_pages/Colorspace.py"): # Added the missing colon
pass # Add any actions you want to perform when the button is pressed
# Add a link to the code
st.markdown(
"<p style='font-size: 16px; color: White;'>"
"You can view and run the code in Colab: "
"<a href='https://colab.research.google.com/drive/1fvP-k70HJnp1iCN7Vs-tkfFs8vq--WGc?usp=sharing' target='_blank' style='color: #FFD700;'>Colab Notebook</a>"
"</p>",
unsafe_allow_html=True
)