app.py

import gradio as gr
import cv2
import numpy as np
from registry import registry
from filters import *
from components import create_filter_controls

def create_app():
    with gr.Blocks(theme="CultriX/gradio-theme") as app:
        gr.Markdown("# 📷 Photo Filter App")
        
        # Khởi tạo components
        controls = create_filter_controls()
        filter_names = list(registry.filters.keys())
        
        # Re-initialize controls and filter_names after adding the new filter
        controls = create_filter_controls()
        filter_names = list(registry.filters.keys())
        controls = create_filter_controls()
        filter_names = list(registry.filters.keys())

        filter_groups = {} # Store filter groups

        with gr.Row():
            with gr.Column():
                input_image = gr.Image(label="Input Image", type="numpy")
                filter_select = gr.Dropdown(
                    label="Select Filter",
                    choices=filter_names,
                    value="Original"
                )
                
                # Thêm các control vào UI
                control_components = []
                filter_groups = controls # Assign controls directly to filter_groups
                for filter_name, group in filter_groups.items():
                    for component in group.children: # Iterate over children of the group
                        control_components.append(component) # Collect sliders for event handling
                apply_button = gr.Button("Apply Filter") # Add Apply button
            
            with gr.Column():
                output_image = gr.Image(label="Filtered Image")
            
            filter_doc = gr.Markdown()

        # Xử lý cập nhật UI
        def update_controls(filter_name):
            updates = []
            for group_name, group in filter_groups.items():
                visibility = (group_name == filter_name)
                updates.append(gr.update(visible=visibility))  # Changed from gr.Group.update
            
            # Get filter documentation
            doc = registry.filters[filter_name].__doc__ or "No documentation available."
            
            return updates + [doc]


        # Xử lý ảnh khi button click
        def process(image, filter_name, *args):  # Update process function to take image, filter_name and *args
            if image is None:
                return None
            
            try:
                image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)
                params = {}
                param_names = list(registry.params_map.get(filter_name, {}).keys())
                for i, param_name in enumerate(param_names):
                    params[param_name] = args[i] # Get parameter values from args
                
                processed = registry.filters[filter_name](image, **params)
                
                if len(processed.shape) == 2:
                    processed = cv2.cvtColor(processed, cv2.COLOR_GRAY2RGB)
                else:
                    processed = cv2.cvtColor(processed, cv2.COLOR_BGR2RGB)
                
                return processed
            except Exception as e:
                print(f"Error processing image: {e}")
                return image

        # Kết nối sự kiện
        filter_select.change(
            update_controls,
            inputs=filter_select,
            outputs=list(filter_groups.values()) + [filter_doc], # Pass list of groups as outputs
            api_name=False
        )
        
        input_components = [input_image, filter_select] + control_components # Input components for button click
        apply_button.click( # Attach click event to Apply button
            process,
            inputs=input_components, # Use all input components
            outputs=output_image,
        )

    return app

if __name__ == "__main__":
    app = create_app()
    app.launch(share=True)