| import os |
| import tempfile |
| import gradio as gr |
| from PIL import Image |
| from core import Colorizer |
|
|
| |
| colorizer = Colorizer() |
|
|
| def process_image( |
| img_path: str, |
| brightness: float, |
| contrast: float, |
| edge_enhance: bool, |
| output_format: str, |
| quality: str, |
| progress=gr.Progress() |
| ): |
| if img_path is None: |
| return None, None |
|
|
| progress(0, desc="Loading image...") |
| |
| try: |
| img = Image.open(img_path).convert("RGB") |
| except Exception as e: |
| print(f"Error loading image: {e}") |
| return None, None |
|
|
| |
| quality_map = { |
| "Fast (256px)": 256, |
| "Balanced (512px)": 512, |
| "High (1080px)": 1080, |
| "Original": 0 |
| } |
| res = quality_map.get(quality, 512) |
|
|
| progress(0.3, desc="Colorizing & Enhancing...") |
| |
| enhanced_img = colorizer.process( |
| img, |
| brightness=brightness, |
| contrast=contrast, |
| edge_enhance=edge_enhance, |
| adaptive_resolution=res |
| ) |
|
|
| progress(0.9, desc="Saving outputs...") |
| |
| |
| temp_dir = tempfile.mkdtemp() |
| enhanced_path = os.path.join(temp_dir, "enhanced.png") |
| enhanced_img.save(enhanced_path) |
|
|
| |
| filename = f"colorized_image.{output_format.lower()}" |
| output_path = os.path.join(temp_dir, filename) |
| enhanced_img.save(output_path, format=output_format.upper()) |
|
|
| progress(1.0, desc="Done!") |
| |
| return ([img_path, enhanced_path], output_path) |
|
|
| |
| custom_css = """ |
| /* Overall background */ |
| body { |
| background-color: #f0f2f5; |
| } |
| |
| /* Center the Gradio container and give it a max width */ |
| .gradio-container { |
| max-width: 900px !important; |
| margin: auto !important; |
| } |
| |
| /* Header styling */ |
| #header { |
| background-color: #4CAF50; |
| padding: 20px; |
| border-radius: 8px; |
| text-align: center; |
| margin-bottom: 20px; |
| } |
| #header h2 { |
| color: white; |
| margin: 0; |
| font-size: 2rem; |
| } |
| #header p { |
| color: white; |
| margin: 5px 0 0 0; |
| font-size: 1rem; |
| } |
| |
| /* White panel for controls */ |
| #control-panel { |
| background-color: white; |
| padding: 20px; |
| border-radius: 8px; |
| box-shadow: 0px 2px 8px rgba(0,0,0,0.1); |
| margin-bottom: 20px; |
| } |
| |
| /* Style the “Colorize” button */ |
| #submit-btn { |
| background-color: #4CAF50 !important; |
| color: white !important; |
| border-radius: 8px !important; |
| font-weight: bold; |
| padding: 10px 20px !important; |
| margin-top: 10px !important; |
| } |
| |
| /* Add some spacing around sliders and checkbox */ |
| #control-panel .gr-row { |
| gap: 15px; |
| } |
| .gr-slider, .gr-checkbox, .gr-dropdown { |
| margin-top: 10px; |
| } |
| |
| /* Gallery panel styling */ |
| #comparison_gallery { |
| background-color: white; |
| padding: 10px; |
| border-radius: 8px; |
| box-shadow: 0px 2px 8px rgba(0,0,0,0.1); |
| } |
| |
| /* Download button spacing */ |
| #download-btn { |
| margin-top: 15px !important; |
| } |
| """ |
|
|
| TITLE = "🌈 Color Restorization Model" |
| DESCRIPTION = "Bring your old black & white photos back to life—upload, adjust, and download in vivid color." |
|
|
| with gr.Blocks(title=TITLE) as app: |
| |
| gr.HTML( |
| """ |
| <div id="header"> |
| <h2>🌈 Color Restorization Model</h2> |
| <p>Bring your old black & white photos back to life—upload, adjust, and download in vivid color.</p> |
| </div> |
| """ |
| ) |
|
|
| |
| with gr.Column(elem_id="control-panel"): |
| with gr.Row(): |
| |
| with gr.Column(): |
| input_image = gr.Image( |
| type="filepath", |
| label="Upload B&W Image", |
| interactive=True |
| ) |
| brightness_slider = gr.Slider( |
| minimum=0.5, maximum=2.0, value=1.0, |
| label="Brightness" |
| ) |
| contrast_slider = gr.Slider( |
| minimum=0.5, maximum=2.0, value=1.0, |
| label="Contrast" |
| ) |
| edge_enhance_checkbox = gr.Checkbox( |
| label="Apply Edge Enhancement" |
| ) |
| quality_dropdown = gr.Dropdown( |
| choices=["Fast (256px)", "Balanced (512px)", "High (1080px)", "Original"], |
| value="Balanced (512px)", |
| label="Processing Quality (Resolution)" |
| ) |
| output_format_dropdown = gr.Dropdown( |
| choices=["PNG", "JPEG", "TIFF"], |
| value="PNG", |
| label="Output Format" |
| ) |
| submit_btn = gr.Button( |
| "Colorize", |
| elem_id="submit-btn" |
| ) |
|
|
| |
| with gr.Column(): |
| comparison_gallery = gr.Gallery( |
| label="Original vs. Colorized", |
| columns=2, |
| elem_id="comparison_gallery", |
| height="auto" |
| ) |
| download_btn = gr.File( |
| label="Download Colorized Image", |
| elem_id="download-btn" |
| ) |
|
|
| submit_btn.click( |
| fn=process_image, |
| inputs=[ |
| input_image, |
| brightness_slider, |
| contrast_slider, |
| edge_enhance_checkbox, |
| output_format_dropdown, |
| quality_dropdown |
| ], |
| outputs=[comparison_gallery, download_btn] |
| ) |
|
|
| |
| if __name__ == "__main__": |
| port = int(os.environ.get("PORT", 7860)) |
| app.queue().launch(server_name="0.0.0.0", server_port=port) |
|
|