wayandadang
commited on
Commit
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2ac62cb
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Parent(s):
de3361d
first commit
Browse files- app.py +76 -0
- requirements.txt +3 -0
app.py
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import streamlit as st
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from PIL import Image
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import io
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def compress_image(input_image, output_format, quality=85):
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"""
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Compress an image and return the compressed image.
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Parameters:
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- input_image (PIL.Image.Image): The input image.
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- output_format (str): The format of the output image ('JPEG', 'JPG', 'PNG', or 'WEBP').
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- quality (int, optional): The quality of the output image (1-100). Default is 85.
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Returns:
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- bytes: The compressed image in bytes.
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"""
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img_byte_arr = io.BytesIO()
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if output_format.upper() in ['JPEG', 'JPG']:
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input_image.save(img_byte_arr, format='JPEG', quality=quality)
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elif output_format.upper() == 'PNG':
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input_image.save(img_byte_arr, format='PNG', compress_level=int((100-quality)/10))
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elif output_format.upper() == 'WEBP':
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input_image.save(img_byte_arr, format='WEBP', quality=quality)
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img_byte_arr = img_byte_arr.getvalue()
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return img_byte_arr
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def main():
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st.title("Image Compression App")
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uploaded_file = st.sidebar.file_uploader("Upload an image", type=["jpg", "jpeg", "png", "webp"])
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if uploaded_file is not None:
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try:
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# Display the uploaded image
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image = Image.open(uploaded_file)
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st.sidebar.image(image, caption="Uploaded Image", use_column_width=True)
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# Get the size of the uploaded file
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uploaded_file.seek(0, io.SEEK_END)
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original_size = uploaded_file.tell()
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uploaded_file.seek(0, io.SEEK_SET)
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st.sidebar.write(f"Original size: {original_size / 1024:.2f} KB")
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# Determine the default format based on the original file
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original_format = image.format if image and image.format else 'JPEG'
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if original_format.upper() not in ['JPEG', 'JPG', 'PNG', 'WEBP']:
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original_format = 'JPEG'
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output_format = st.sidebar.selectbox("Select output format", ['JPEG', 'JPG', 'PNG', 'WEBP'], index=['JPEG', 'JPG', 'PNG', 'WEBP'].index(original_format.upper()))
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# Convert image to RGB if it has an alpha channel and the output format is JPEG, JPG, or WEBP
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if image and image.mode in ("RGBA", "P") and output_format.upper() in ['JPEG', 'JPG', 'WEBP']:
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image = image.convert("RGB")
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quality = st.sidebar.slider("Select compression quality", 1, 100, 85)
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# Display estimated size of compressed image
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compressed_image_bytes = compress_image(image, output_format, quality)
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compressed_size = len(compressed_image_bytes)
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st.sidebar.write(f"Estimated compressed size: {compressed_size / 1024:.2f} KB")
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if st.button("Compress Image"):
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st.image(compressed_image_bytes, caption="Compressed Image", use_column_width=True)
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# Determine file extension for download
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file_extension = output_format.lower()
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st.download_button(
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label=f"Download Compressed Image.{file_extension.upper()}",
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data=compressed_image_bytes,
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file_name=f"compressed_image.{file_extension}",
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mime=f"image/{file_extension}"
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)
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except Exception as e:
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st.error(f"An error occurred: {e}")
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if __name__ == "__main__":
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main()
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requirements.txt
ADDED
@@ -0,0 +1,3 @@
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streamlit
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pillow
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io
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