Pratap2002 commited on
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Delete app.py

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  1. app.py +0 -193
app.py DELETED
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- import os
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- import streamlit as st
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- import requests
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- from PIL import Image, ImageDraw, ImageFont
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- import io
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- import base64
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- import easyocr
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- import numpy as np
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- import cv2
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- from dotenv import load_dotenv
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-
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- load_dotenv()
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- HF_TOKEN = os.getenv("HF_TOKEN")
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-
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-
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- # Set up logging
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- import logging
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- logging.basicConfig(level=logging.DEBUG)
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- logger = logging.getLogger(__name__)
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-
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- # Hugging Face API setup
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- API_URL = "https://api-inference.huggingface.co/models/black-forest-labs/FLUX.1-schnell"
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-
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- headers = {"Authorization": f"Bearer {HF_TOKEN}"}
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-
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- # Initialize EasyOCR reader
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- reader = easyocr.Reader(['en'])
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-
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- def query(payload):
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- try:
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- response = requests.post(API_URL, headers=headers, json=payload)
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- response.raise_for_status()
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-
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- logger.debug(f"API response status code: {response.status_code}")
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- logger.debug(f"API response headers: {response.headers}")
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-
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- content_type = response.headers.get('Content-Type', '')
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- if 'application/json' in content_type:
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- return response.json()
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- elif 'image' in content_type:
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- return response.content
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- else:
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- logger.error(f"Unexpected content type: {content_type}")
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- st.error(f"Unexpected content type: {content_type}")
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- return None
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- except requests.exceptions.RequestException as e:
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- logger.error(f"Request failed: {str(e)}")
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- st.error(f"Request failed: {str(e)}")
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- return None
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-
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- def increase_image_quality(image, scale_factor):
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- width, height = image.size
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- new_size = (width * scale_factor, height * scale_factor)
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- return image.resize(new_size, Image.LANCZOS)
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-
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- def extract_text_from_image(image):
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- img_array = np.array(image)
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- results = reader.readtext(img_array)
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- return ' '.join([result[1] for result in results])
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-
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- def remove_text_from_image(image, text_to_remove):
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- img_array = np.array(image)
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- results = reader.readtext(img_array)
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-
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- for (bbox, text, prob) in results:
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- if text_to_remove.lower() in text.lower():
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- top_left = tuple(map(int, bbox[0]))
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- bottom_right = tuple(map(int, bbox[2]))
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-
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- # Convert image to OpenCV format
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- img_cv = cv2.cvtColor(np.array(image), cv2.COLOR_RGB2BGR)
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-
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- # Create a mask for inpainting
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- mask = np.zeros(img_cv.shape[:2], dtype=np.uint8)
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- cv2.rectangle(mask, top_left, bottom_right, (255, 255, 255), -1)
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-
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- # Perform inpainting
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- inpainted = cv2.inpaint(img_cv, mask, 3, cv2.INPAINT_TELEA)
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-
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- # Convert back to PIL Image
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- image = Image.fromarray(cv2.cvtColor(inpainted, cv2.COLOR_BGR2RGB))
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-
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- return image, top_left, (bottom_right[0] - top_left[0], bottom_right[1] - top_left[1])
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-
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- logger.warning(f"Text '{text_to_remove}' not found in the image.")
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- return image, None, None
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-
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- def add_text_to_image(image, text, font_size=40, font_color="#FFFFFF", position=None, size=None):
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- draw = ImageDraw.Draw(image)
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- try:
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- font = ImageFont.truetype("Roboto-Bold.ttf", font_size)
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- except IOError:
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- logger.warning("Roboto-Bold font not found, using default font")
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- font = ImageFont.load_default()
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-
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- img_width, img_height = image.size
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- if position is None or size is None:
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- # Calculate the center position if no position is provided
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- bbox = font.getbbox(text)
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- text_width = bbox[2] - bbox[0]
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- text_height = bbox[3] - bbox[1]
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- position = ((img_width - text_width) // 2, (img_height - text_height) // 2)
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- size = (text_width, text_height)
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-
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- # Adjust font size to fit within the given size
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- while font.getbbox(text)[2] - font.getbbox(text)[0] > size[0] or font.getbbox(text)[3] - font.getbbox(text)[1] > size[1]:
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- font_size -= 1
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- font = ImageFont.truetype("Roboto-Bold.ttf", font_size)
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-
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- # Use the exact position of the removed text
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- logger.debug(f"Adding text at position: {position}")
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- draw.text(position, text, font=font, fill=font_color)
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- return image
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-
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- def main():
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- st.title("Poster Generator and Editor")
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-
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- # Image Generation
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- st.header("Generate Poster")
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- poster_type = st.selectbox("Poster Type", ["Fashion", "Movie", "Event", "Advertisement", "Other"])
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- prompt = st.text_area("Prompt")
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- num_images = st.number_input("Number of Images", min_value=1, max_value=5, value=1)
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- quality_factor = st.number_input("Quality Factor", min_value=1, max_value=4, value=1)
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-
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- if st.button("Generate Images"):
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- if poster_type == "Other":
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- full_prompt = f"A colorful poster with the following elements: {prompt}"
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- else:
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- full_prompt = f"A colorful {poster_type.lower()} poster with the following elements: {prompt}"
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-
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- generated_images = []
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- for i in range(num_images):
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- with st.spinner(f"Generating image {i+1}..."):
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- logger.info(f"Generating image {i+1} with prompt: {full_prompt}")
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- response = query({"inputs": full_prompt})
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-
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- if isinstance(response, bytes):
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- image = Image.open(io.BytesIO(response))
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- if quality_factor > 1:
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- image = increase_image_quality(image, quality_factor)
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- generated_images.append(image)
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- else:
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- st.error("Failed to generate image")
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-
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- # Display generated images
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- for i, img in enumerate(generated_images):
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- st.image(img, caption=f"Generated Poster {i+1}", use_column_width=True)
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-
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- # Save image to session state for editing
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- img_byte_arr = io.BytesIO()
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- img.save(img_byte_arr, format='PNG')
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- img_byte_arr = img_byte_arr.getvalue()
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- st.session_state[f'image_{i}'] = img_byte_arr
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-
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- # Image Editing
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- st.header("Edit Poster")
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- image_to_edit = st.selectbox("Select Image to Edit", [f"Generated Poster {i+1}" for i in range(len(st.session_state.keys()))])
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-
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- if image_to_edit:
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- image_index = int(image_to_edit.split()[-1]) - 1
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- img_bytes = st.session_state[f'image_{image_index}']
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- img = Image.open(io.BytesIO(img_bytes))
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- st.image(img, caption="Current Image", use_column_width=True)
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-
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- text_to_remove = st.text_input("Text to Remove")
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- new_text = st.text_input("New Text")
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- font_size = st.number_input("Font Size", min_value=1, max_value=100, value=40)
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- font_color = st.color_picker("Font Color", "#FFFFFF")
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-
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- if st.button("Apply Changes"):
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- position = None
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- size = None
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- if text_to_remove:
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- img, position, size = remove_text_from_image(img, text_to_remove)
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-
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- if new_text:
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- img = add_text_to_image(img, new_text, font_size, font_color, position, size)
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-
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- st.image(img, caption="Edited Image", use_column_width=True)
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-
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- # Save edited image for download
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- img_byte_arr = io.BytesIO()
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- img.save(img_byte_arr, format='PNG')
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- img_byte_arr = img_byte_arr.getvalue()
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- st.download_button(
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- label="Download Edited Image",
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- data=img_byte_arr,
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- file_name="edited_poster.png",
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- mime="image/png"
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- )
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-
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- if __name__ == "__main__":
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- main()