Spaces:
Running
Running
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:hover { | |
background-color: #45a049; /* Darker Green on hover */ | |
color:Balck; | |
} | |
.stButton>div:nth-child(1)>button { | |
background-color: #2196F3; /* Blue */ | |
} | |
.stButton>div:nth-child(2)>button { | |
background-color: #f44336; /* Green */ | |
} | |
.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) | |
# What is an Image | |
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 | |
) | |
# Features of an Image | |
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, such as:<br>" | |
"<b>JPEG/JPG:</b> Widely used for photographs and online images due to their efficient balance between quality and file size.<br>" | |
"<b>PNG:</b> Preferred for high-quality visuals or images requiring transparency, such as logos.<br>" | |
"<b>GIF:</b> Commonly utilized for basic animations or compact graphics." | |
"</p>", | |
unsafe_allow_html=True | |
) | |
# Basic Operations in Image | |
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 these basic operations, we use the <b>cv2</b> module from the OpenCV library.<br>" | |
"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 | |
) | |
# Why cv2 is Used | |
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 purposes, including:<br>" | |
"1. <b>Image Processing:</b> Tasks like filtering, resizing, and format conversion.<br>" | |
"2. <b>Video Analysis:</b> Techniques for video frame manipulation and analysis.<br>" | |
"3. <b>Feature Detection:</b> Identifying features such as edges, corners, or objects in images.<br>" | |
"4. <b>Image Transformations:</b> Rotations, translations, and other geometric operations." | |
"</p>", | |
unsafe_allow_html=True | |
) | |
# Operations Used | |
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()") | |
# Add links to the GitHub repositories | |
st.markdown( | |
"<p style='font-size: 16px; color: White;'>" | |
"You can explore the code examples on GitHub:<br>" | |
"<a href='https://github.com/Sathwik4119/IMAGE/blob/main/IMAGE.ipynb' target='_blank' style='color: #FFD700;'>IMAGE Creation</a><br>" | |
"<a href='https://github.com/Sathwik4119/IMAGE/blob/main/Basicoperations_on_image.ipynb' target='_blank' style='color: #FFD700;'>Basic Operations on Image</a>" | |
"</p>", | |
unsafe_allow_html=True | |
) | |
# Buttons for each stage | |
st.markdown("### Affine Methods:") | |
col1, col2,col3 = st.columns(3) | |
with col1: | |
if st.button("Translation&Affine"): | |
st.switch_page("pages/Translation_Affine.py") |