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# Importing required libraries
import streamlit as st # For building the web application
from rembg import remove # For removing the background from images
from PIL import Image # For image handling and processing
from io import BytesIO # For handling byte data in memory
import base64 # For encoding and decoding binary data
# Setting the page configuration
st.set_page_config(layout="wide", page_title="Image Background Remover") # Sets a wide layout and custom title for the app
# Title and description of the web app
st.write("## Say goodbye to backgrounds!") # Display the main title of the app
st.write(
"🐾 Upload an image to see the background disappear. Once you're happy, grab the final version from the sidebar."
)
# Sidebar header
st.sidebar.write("## Upload and download :gear:") # Sidebar section for uploading and downloading images
# Setting the maximum file size for uploads
MAX_FILE_SIZE = 5 * 1024 * 1024 # Limit the uploaded file size to 5MB
# Function to convert an image into byte format for downloading
def convert_image(img):
buf = BytesIO() # Creates an in-memory bytes buffer
img.save(buf, format="PNG") # Saves the image in PNG format to the buffer
byte_im = buf.getvalue() # Retrieves the byte data of the image
return byte_im # Returns the byte representation of the image
# Function to process and display the uploaded image
def fix_image(upload):
image = Image.open(upload) # Opens the uploaded image using PIL
col1.write("Original Image :camera:") # Writes a label for the original image column
col1.image(image) # Displays the original image in the first column
fixed = remove(image) # Removes the background from the uploaded image
col2.write("Fixed Image :wrench:") # Writes a label for the processed image column
col2.image(fixed) # Displays the processed image in the second column
st.sidebar.markdown("\n") # Adds spacing in the sidebar
# Adds a download button in the sidebar to download the processed image
st.sidebar.download_button(
"Download fixed image", convert_image(fixed), "fixed.png", "image/png"
)
# Creating two columns to display original and processed images
col1, col2 = st.columns(2)
# Sidebar file uploader for uploading images
my_upload = st.sidebar.file_uploader("Upload an image", type=["png", "jpg", "jpeg"])
# Checking if a file is uploaded
if my_upload is not None:
# Validates the file size and processes it if it's within the limit
if my_upload.size > MAX_FILE_SIZE:
st.error("The uploaded file is too large. Please upload an image smaller than 5MB.") # Displays an error message for oversized files
else:
fix_image(upload=my_upload) # Processes and displays the uploaded image
else:
# Processes and displays a default image if no file is uploaded
fix_image("./elon musk.jpg") |