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import gradio as gr
from pathlib import Path
from PIL import Image
def get_supported_formats():
"""
A function that retrieves the supported formats of images.
Returns:
The supported image formats as a list.
"""
supported_formats = Image.registered_extensions()
return supported_formats
SUPPORTED_FORMATS = get_supported_formats()
def convert_format(
input_image: str = None, ext: str = ".webp", quality: int = 80
):
"""
A function that converts an input image to a specified format with a given quality.
Parameters:
input_image (str): The path to the input image file.
ext (str, optional): The extension for the output format. Defaults to ".webp".
quality (int, optional): The quality of the output image. Defaults to 80.
Returns:
tuple: A tuple containing the reopened image in RGBA format and the path to the saved image file.
"""
file_path = Path("caches") / "{}{}".format(Path(input_image).stem, ext)
file_path.parent.mkdir(parents=True, exist_ok=True)
img = Image.open(input_image)
# img = img.convert("RGBA")
format = None
if ext in SUPPORTED_FORMATS:
format = SUPPORTED_FORMATS[ext]
if format is None:
gr.Error(
"Unsupported image format. Supported formats: {}".format(
", ".join(SUPPORTED_FORMATS)
)
)
img.save(file_path, format, quality=quality)
# reopen and check
img_reopen = Image.open(file_path)
img_reopen = img_reopen.convert("RGBA")
return img_reopen, str(file_path)
def process(input_list: list[tuple], ext: str = ".webp", quality: int = 80):
"""
A function that processes a list of images by converting them to a specified format with a given quality.
Parameters:
input_list (list[tuple]): A list of tuples containing the paths to the input image files.
ext (str, optional): The extension for the output format. Defaults to ".webp".
quality (int, optional): The quality of the output images. Defaults to 80.
Returns:
tuple: A tuple containing lists of file paths and reopened images in RGBA format.
"""
out_files = []
out_images = []
for path in input_list:
img_reopen, file_path = convert_format(path[0], ext, quality)
out_files.append(file_path)
out_images.append(img_reopen)
return out_files, out_images
def swap_to_gallery(images: list):
"""
A function that swaps to a gallery, taking a list of images as input.
"""
return (
gr.update(value=images, visible=True),
gr.update(visible=True),
gr.update(visible=False),
)
def run(server_name: str = "127.0.0.1", server_port: int = 7860):
"""
A function that runs the WebP Converter app, allowing users to upload images, set quality, and convert them to WebP format.
Parameters:
server_name (str, optional): The server name where the app is hosted. Defaults to "127.0.0.1".
server_port (int, optional): The port number for the server. Defaults to 7860.
Returns:
None
"""
with gr.Blocks() as app:
gr.Markdown(
"""
# Image Format Converter
Upload one or more image files and convert it to specified format with adjustable quality.
![]('F:/gradio-apps/image_to_webp/caches/1.webp')
"""
)
with gr.Row(equal_height=False):
with gr.Column():
files = gr.Files(
label="Drag 1 or more images",
file_types=["image"],
)
uploaded_files = gr.Gallery(
label="Your images", visible=False, columns=4, height="auto"
)
with gr.Row():
quality_slider = gr.Slider(
minimum=1,
maximum=100,
value=80,
step=1,
label="Image Quality",
)
extension_dropdown = gr.Dropdown(
label="Output Format",
choices=[
".webp",
".png",
".jpg",
".jpeg",
".gif",
".bmp",
".tiff",
".tif",
],
value=".webp",
)
with gr.Row():
proc_btn = gr.Button("Run Convert", variant="primary")
reset_btn = gr.Button("Clear Images", variant="secondary")
with gr.Column():
output_file = gr.File(label="Converted WebP")
output_gallery = gr.Gallery(
label="Re-check converted images",
show_label=False,
elem_id="gallery",
object_fit="contain",
height="auto",
columns=4,
)
# collect inputs and outputs
inputs = [
uploaded_files,
extension_dropdown,
quality_slider,
]
outputs = [
output_file,
output_gallery,
]
# actions
files.upload(
fn=swap_to_gallery,
inputs=files,
outputs=[uploaded_files, proc_btn, files],
)
proc_btn.click(process, inputs=inputs, outputs=outputs)
reset_btn.click(lambda: None, None, uploaded_files, queue=False)
app.queue().launch(
server_name=server_name, server_port=server_port, share=False
)
if __name__ == "__main__":
run(server_name="0.0.0.0", server_port=7860)
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