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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(theme="Nymbo/Nymbo_Theme") 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(): | |
reset_btn = gr.Button("Clear Images", variant="secondary") | |
proc_btn = gr.Button("Run Convert", variant="primary") | |
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) |