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import gradio as gr | |
from PIL import Image, ImageEnhance, ImageFilter | |
import numpy as np | |
def edit_image(image, crop, resize_width, resize_height, rotate, flip, brightness, contrast, blur): | |
img = Image.fromarray(image) | |
# Cropping (crop box should be in left, top, right, bottom format) | |
if crop != (0, 0, img.width, img.height): | |
crop_values = [int(x) for x in crop.split(",")] | |
img = img.crop(crop_values) | |
# Resizing | |
if resize_width and resize_height: | |
img = img.resize((resize_width, resize_height)) | |
# Rotation | |
if rotate: | |
img = img.rotate(rotate) | |
# Flipping | |
if flip == "Horizontal": | |
img = img.transpose(Image.FLIP_LEFT_RIGHT) | |
elif flip == "Vertical": | |
img = img.transpose(Image.FLIP_TOP_BOTTOM) | |
# Brightness Adjustment | |
if brightness != 1: | |
enhancer = ImageEnhance.Brightness(img) | |
img = enhancer.enhance(brightness) | |
# Contrast Adjustment | |
if contrast != 1: | |
enhancer = ImageEnhance.Contrast(img) | |
img = enhancer.enhance(contrast) | |
# Blurring | |
if blur > 0: | |
img = img.filter(ImageFilter.GaussianBlur(blur)) | |
return np.array(img) | |
# Define the interface | |
iface = gr.Interface( | |
fn=edit_image, | |
inputs=[ | |
gr.Image(type="numpy"), # Input image without the tool argument | |
gr.Textbox(label="Crop (left, top, right, bottom)", value="0, 0, 500, 500"), | |
gr.Slider(minimum=10, maximum=1000, label="Resize Width", value=500), | |
gr.Slider(minimum=10, maximum=1000, label="Resize Height", value=500), | |
gr.Slider(minimum=-360, maximum=360, label="Rotate (degrees)", value=0), | |
gr.Radio(choices=["None", "Horizontal", "Vertical"], label="Flip", value="None"), | |
gr.Slider(minimum=0.1, maximum=2.0, step=0.1, label="Brightness", value=1), | |
gr.Slider(minimum=0.1, maximum=2.0, step=0.1, label="Contrast", value=1), | |
gr.Slider(minimum=0, maximum=10, step=1, label="Blur", value=0) | |
], | |
outputs="image", | |
title="Image Editor with Cropping, Resizing, Rotation, Brightness, and More", | |
description="Upload an image and apply various editing features such as cropping, resizing, rotation, flipping, brightness/contrast adjustments, and blurring." | |
) | |
iface.launch() | |