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import gradio as gr
import numpy as np
from PIL import Image
import tempfile
import shutil
import os
from zipfile import ZipFile
import io
def sepia(input_img, num_copies):
sepia_filter = np.array([
[0.393, 0.769, 0.189],
[0.349, 0.686, 0.168],
[0.272, 0.534, 0.131]
])
input_img = np.array(input_img) / 255.0
sepia_imgs = []
for _ in range(num_copies):
sepia_img = np.dot(input_img[..., :3], sepia_filter.T)
sepia_img = np.clip(sepia_img, 0, 1) * 255
sepia_imgs.append(Image.fromarray(sepia_img.astype(np.uint8)))
return sepia_imgs
def zip_sepia_images(sepia_imgs):
# Use BytesIO to avoid actual file system operations for ZIP file creation
zip_bytes = io.BytesIO()
with ZipFile(zip_bytes, 'w') as zipf:
for i, img in enumerate(sepia_imgs):
# Convert PIL Image to bytes
img_byte_arr = io.BytesIO()
img.save(img_byte_arr, format='PNG')
img_byte_arr.seek(0)
zipf.writestr(f"sepia_image_{i}.png", img_byte_arr.getvalue())
zip_bytes.seek(0)
return zip_bytes, "sepia_images.zip"
with gr.Blocks() as demo:
with gr.Row():
input_img = gr.Image()
num_copies = gr.Number(label="Number of Copies", value=1)
with gr.Row():
gallery = gr.Gallery(label="Sepia Images")
download_btn = gr.File(label="Download ZIP")
def update_output(input_img, num_copies):
sepia_imgs = sepia(input_img, num_copies)
zip_file, zip_name = zip_sepia_images(sepia_imgs)
return sepia_imgs, (zip_name, zip_file)
generate_btn = gr.Button("Generate Sepia Images")
generate_btn.click(fn=update_output,
inputs=[input_img, num_copies],
outputs=[gallery, download_btn])
if __name__ == "__main__":
demo.launch()
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