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Create app.py

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  1. app.py +89 -0
app.py ADDED
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+ """
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+ Image Enhancement Lab — Gradio Interface
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+ -----------------------------------------
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+ Install dependencies:
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+ pip install gradio pillow numpy
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+
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+ Run:
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+ python image_enhancer.py
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+ """
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+
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+ import gradio as gr
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+ import numpy as np
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+ import tempfile
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+ from PIL import Image, ImageEnhance, ImageFilter
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+
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+
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+ def apply_enhancements(image, contrast, sharpness, brightness, saturation, upscale, blur_radius):
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+ if image is None:
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+ return None, None
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+ original = Image.fromarray(image).convert("RGB")
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+ enhanced = original.copy()
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+ if upscale != 1.0:
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+ w, h = enhanced.size
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+ enhanced = enhanced.resize((int(w * upscale), int(h * upscale)), Image.LANCZOS)
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+ enhanced = ImageEnhance.Contrast(enhanced).enhance(contrast)
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+ enhanced = ImageEnhance.Brightness(enhanced).enhance(brightness)
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+ enhanced = ImageEnhance.Color(enhanced).enhance(saturation)
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+ enhanced = ImageEnhance.Sharpness(enhanced).enhance(sharpness)
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+ if blur_radius > 0:
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+ enhanced = enhanced.filter(ImageFilter.GaussianBlur(radius=blur_radius))
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+ return np.array(original), np.array(enhanced)
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+
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+
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+ def save_enhanced(image, contrast, sharpness, brightness, saturation, upscale, blur_radius):
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+ _, enh_np = apply_enhancements(image, contrast, sharpness, brightness, saturation, upscale, blur_radius)
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+ if enh_np is None:
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+ return None
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+ tmp = tempfile.NamedTemporaryFile(suffix=".png", delete=False)
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+ Image.fromarray(enh_np).save(tmp.name)
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+ return tmp.name
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+
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+
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+ def build_app():
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+ with gr.Blocks(title="Image Enhancement Lab") as demo:
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+ gr.Markdown("# Image Enhancement Lab")
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+ gr.Markdown("Upload an image and adjust sliders — preview updates in real time.")
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+
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+ with gr.Row():
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+ with gr.Column(scale=1, min_width=280):
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+ image_input = gr.Image(label="Upload Image", type="numpy", sources=["upload", "webcam", "clipboard"])
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+ contrast_slider = gr.Slider(0.1, 3.0, value=1.0, step=0.05, label="Contrast (1.0 = original)")
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+ brightness_slider = gr.Slider(0.1, 3.0, value=1.0, step=0.05, label="Brightness (1.0 = original)")
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+ saturation_slider = gr.Slider(0.0, 3.0, value=1.0, step=0.05, label="Saturation (0 = grayscale)")
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+ sharpness_slider = gr.Slider(0.0, 5.0, value=1.0, step=0.1, label="Sharpness (0 = blurry)")
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+ upscale_slider = gr.Slider(0.25, 4.0, value=1.0, step=0.25, label="Upscale Factor")
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+ blur_slider = gr.Slider(0.0, 10.0, value=0.0, step=0.25, label="Gaussian Blur Radius (0 = off)")
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+
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+ with gr.Row():
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+ reset_btn = gr.Button("Reset", variant="secondary")
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+ apply_btn = gr.Button("Apply", variant="primary")
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+
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+ save_btn = gr.Button("Download Enhanced Image", variant="secondary")
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+ download_file = gr.File(label="Enhanced image", visible=False)
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+
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+ with gr.Column(scale=2):
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+ reference_output = gr.Image(label="Reference (original)", type="numpy", interactive=False)
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+ enhanced_output = gr.Image(label="Enhanced Preview", type="numpy", interactive=False)
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+
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+ all_inputs = [image_input, contrast_slider, sharpness_slider, brightness_slider, saturation_slider, upscale_slider, blur_slider]
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+ all_outputs = [reference_output, enhanced_output]
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+
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+ for ctrl in [contrast_slider, sharpness_slider, brightness_slider, saturation_slider, upscale_slider, blur_slider, image_input]:
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+ ctrl.change(fn=apply_enhancements, inputs=all_inputs, outputs=all_outputs)
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+
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+ apply_btn.click(fn=apply_enhancements, inputs=all_inputs, outputs=all_outputs)
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+
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+ def reset_all():
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+ return None, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, None, None
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+
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+ reset_btn.click(fn=reset_all, outputs=[image_input, contrast_slider, sharpness_slider, brightness_slider, saturation_slider, upscale_slider, blur_slider, reference_output, enhanced_output])
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+
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+ save_btn.click(fn=save_enhanced, inputs=all_inputs, outputs=download_file)
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+
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+ return demo
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+
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+
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+ if __name__ == "__main__":
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+ app = build_app()
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+ app.launch(share=False, server_name="127.0.0.1", server_port=7860)