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import gradio as gr | |
from PIL import Image | |
import os | |
import tempfile | |
def optimize_image(image, png_optimize, jpeg_quality, jpeg_resolution, webp_quality): | |
img = Image.open(image) | |
original_size = os.path.getsize(image.name) / 1024 # tama帽o en KB | |
with tempfile.TemporaryDirectory() as tmpdirname: | |
# 1. Compresi贸n sin p茅rdida (PNG) | |
lossless_output_path = os.path.join(tmpdirname, "lossless.png") | |
img.save(lossless_output_path, format="PNG", optimize=png_optimize) | |
lossless_size = os.path.getsize(lossless_output_path) / 1024 | |
lossless_img = Image.open(lossless_output_path) | |
lossless_diff = original_size - lossless_size | |
# 2. Compresi贸n con p茅rdida (JPEG) | |
lossy_output_path = os.path.join(tmpdirname, "lossy.jpg") | |
img.save(lossy_output_path, format="JPEG", quality=jpeg_quality, optimize=True) | |
lossy_size = os.path.getsize(lossy_output_path) / 1024 | |
lossy_img = Image.open(lossy_output_path) | |
lossy_diff = original_size - lossy_size | |
# 3. Reducci贸n de resoluci贸n (JPEG) | |
reduced_output_path = os.path.join(tmpdirname, "reduced_resolution.jpg") | |
new_resolution = (img.width * jpeg_resolution // 100, img.height * jpeg_resolution // 100) | |
reduced_img = img.resize(new_resolution, Image.LANCZOS) | |
reduced_img.save(reduced_output_path, format="JPEG", quality=jpeg_quality, optimize=True) | |
reduced_size = os.path.getsize(reduced_output_path) / 1024 | |
reduced_img = Image.open(reduced_output_path) | |
reduced_diff = original_size - reduced_size | |
# 4. Compresi贸n con WebP (con p茅rdida) | |
webp_lossy_output_path = os.path.join(tmpdirname, "lossy.webp") | |
img.save(webp_lossy_output_path, format="WEBP", quality=webp_quality, optimize=True) | |
webp_lossy_size = os.path.getsize(webp_lossy_output_path) / 1024 | |
webp_lossy_img = Image.open(webp_lossy_output_path) | |
webp_lossy_diff = original_size - webp_lossy_size | |
# Retornar las im谩genes optimizadas, tama帽os y rutas para descarga | |
return [ | |
lossless_img, f"Sin p茅rdida: {lossless_size:.2f} KB (diferencia: {-lossless_diff:.2f} KB)", lossless_output_path, | |
lossy_img, f"Con p茅rdida: {lossy_size:.2f} KB (diferencia: {-lossy_diff:.2f} KB)", lossy_output_path, | |
reduced_img, f"Reducci贸n de resoluci贸n: {reduced_size:.2f} KB (diferencia: {-reduced_diff:.2f} KB)", reduced_output_path, | |
webp_lossy_img, f"WebP con p茅rdida: {webp_lossy_size:.2f} KB (diferencia: {-webp_lossy_diff:.2f} KB)", webp_lossy_output_path | |
] | |
def download_image(file_path): | |
return gr.File.update(value=file_path, visible=True) | |
with gr.Blocks() as demo: | |
gr.Markdown("### Optimizaci贸n de im谩genes para la web") | |
image_input = gr.File(label="Sube tu imagen", file_types=['image']) | |
optimize_button = gr.Button("Optimizar") | |
with gr.Row(): | |
with gr.Column(): | |
optimized_output1 = gr.Image(label="Optimizaci贸n sin p茅rdida") | |
png_optimize = gr.Checkbox(label="Optimizar PNG", value=True) | |
optimized_size1 = gr.Text() | |
download_button1 = gr.Button("Descargar") | |
download_file1 = gr.File() | |
with gr.Column(): | |
optimized_output2 = gr.Image(label="Optimizaci贸n con p茅rdida (JPEG)") | |
jpeg_quality = gr.Slider(label="Calidad JPEG", minimum=10, maximum=100, value=50, step=1) | |
optimized_size2 = gr.Text() | |
download_button2 = gr.Button("Descargar") | |
download_file2 = gr.File() | |
with gr.Column(): | |
optimized_output3 = gr.Image(label="Reducci贸n de resoluci贸n (JPEG)") | |
jpeg_resolution = gr.Slider(label="Resoluci贸n JPEG (%)", minimum=10, maximum=100, value=50, step=1) | |
optimized_size3 = gr.Text() | |
download_button3 = gr.Button("Descargar") | |
download_file3 = gr.File() | |
with gr.Column(): | |
optimized_output4 = gr.Image(label="Optimizaci贸n WebP con p茅rdida") | |
webp_quality = gr.Slider(label="Calidad WebP", minimum=10, maximum=100, value=50, step=1) | |
optimized_size4 = gr.Text() | |
download_button4 = gr.Button("Descargar") | |
download_file4 = gr.File() | |
optimize_button.click( | |
fn=optimize_image, | |
inputs=[image_input, png_optimize, jpeg_quality, jpeg_resolution, webp_quality], | |
outputs=[ | |
optimized_output1, optimized_size1, download_button1, | |
optimized_output2, optimized_size2, download_button2, | |
optimized_output3, optimized_size3, download_button3, | |
optimized_output4, optimized_size4, download_button4 | |
] | |
) | |
download_button1.click(download_image, inputs=download_button1, outputs=download_file1) | |
download_button2.click(download_image, inputs=download_button2, outputs=download_file2) | |
download_button3.click(download_image, inputs=download_button3, outputs=download_file3) | |
download_button4.click(download_image, inputs=download_button4, outputs=download_file4) | |
demo.launch() | |