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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() | |