add description in gradio app

app.py

@@ -511,11 +511,20 @@ class CreativeImageSuite:
 
             # Text-to-Image Section
             gr.Markdown("## Text to Image Feature")
+            gr.Markdown("""
+            *Create Visuals from Your Imagination*
+
+            This feature allows you to generate unique images from a simple text description. Just type your idea in the box, and our tool will bring it to life in seconds.  
+            - Example Prompts:
+                - "Generate an image of a kitchenset with modern furniture."
+                - "Generate an image of a casual turtleneck shirt."
+                - "A futuristic laptop on a white background ."
+            """)
             with gr.Row():
-                prompt_input = gr.Textbox(label="Enter your prompt for image generation:")
-                generate_button = gr.Button("Generate Image")
-                output_image = gr.Image(label="Generated Image")
-                download_button = gr.File(label="Download Generated Image", type="filepath")
+                prompt_input = gr.Textbox(label="Describe your vision to generate a unique image:")
+                generate_button = gr.Button("Create Image")
+                output_image = gr.Image(label="Your Generated Image")
+                download_button = gr.File(label="Download Image", type="filepath")
 
                 generate_button.click(self.inference.text_to_image,
                                       inputs=prompt_input,
@@ -523,11 +532,20 @@ class CreativeImageSuite:
 
             # Image-to-Image Section
             gr.Markdown("## Image to Image Feature")
+            gr.Markdown("""
+            *Enhance or Transform Your Existing Images*
+
+            Upload an image and describe the changes you'd like to see. From subtle edits to artistic transformations, this feature helps you bring new life to your visuals.  
+            - Example Edits:
+                - "Change the Color of the bag"
+                - "Add plastic to the suitcase."
+                - "mirror this photo of denim jacket."
+            """)
             with gr.Row():
-                input_image = gr.Image(label="Upload Image for Modification", type="pil")
-                prompt_modification = gr.Textbox(label="Enter your prompt for modification:")
-                modify_button = gr.Button("Modify Image")
-                modified_output_image = gr.Image(label="Modified Image")
+                input_image = gr.Image(label="Upload an image to modify:", type="pil")
+                prompt_modification = gr.Textbox(label="Describe the changes you want:")
+                modify_button = gr.Button("Apply Changes")
+                modified_output_image = gr.Image(label="Your Modified Image")
                 download_modified_button = gr.File(label="Download Modified Image", type="filepath")
 
                 modify_button.click(self.inference.text_image_to_image,
@@ -536,32 +554,41 @@ class CreativeImageSuite:
 
             # Background Removal and Resizing Section
             gr.Markdown("## Image Background Removal and Resizing with Optional Watermark")
+            gr.Markdown("""
+            *Perfect Your Images for Any Use Case*
+
+            Easily remove backgrounds, resize images to fit your needs, and even add watermarks to maintain originality or branding. This feature is ideal for e-commerce, social media, and design projects.  
+            - Features:
+                - Supports batch processing of multiple images or ZIP/RAR files.
+                - Options for transparent, solid color, or custom backgrounds.
+                - Output in your choice of PNG or JPG format.
+            """)
             with gr.Row():
-                input_files = gr.File(label="Upload Image or ZIP/RAR file", file_types=[".zip", ".rar", "image"], interactive=True)
-                watermark = gr.File(label="Upload Watermark Image (Optional)", file_types=[".png"])
+                input_files = gr.File(label="Upload an image or a ZIP/RAR file for batch processing:", file_types=[".zip", ".rar", "image"], interactive=True)
+                watermark = gr.File(label="Upload an optional watermark (PNG only):", file_types=[".png"])
 
             with gr.Row():
-                canvas_size = gr.Radio(choices=["Rox", "Columbia", "Zalora"], label="Canvas Size", value="Rox")
-                output_format = gr.Radio(choices=["PNG", "JPG"], label="Output Format", value="JPG")
-                num_workers = gr.Slider(minimum=1, maximum=16, step=1, label="Number of Workers", value=5)
+                canvas_size = gr.Radio(choices=["Rox", "Columbia", "Zalora"], label="Select the desired canvas size:", value="Rox")
+                output_format = gr.Radio(choices=["PNG", "JPG"], label="Choose the output format:", value="JPG")
+                num_workers = gr.Slider(minimum=1, maximum=16, step=1, label="Set the number of processing threads:", value=5)
 
             with gr.Row():
-                bg_method = gr.Radio(choices=["bria", "rembg", None], label="Background Removal Method", value="bria")
-                bg_choice = gr.Radio(choices=["transparent", "white", "custom"], label="Background Choice", value="white")
-                custom_color = gr.ColorPicker(label="Custom Background Color", value="#ffffff", visible=False)
+                bg_method = gr.Radio(choices=["bria", "rembg", None], label="Choose a background removal method:", value="bria")
+                bg_choice = gr.Radio(choices=["transparent", "white", "custom"], label="Select a background style:", value="white")
+                custom_color = gr.ColorPicker(label="Pick a custom background color (if applicable):", value="#ffffff", visible=False)
 
-            process_button = gr.Button("Process Images")
+            process_button = gr.Button("Start Processing")
             with gr.Row():
                 gallery_processed = gr.Gallery(label="Processed Images")
             with gr.Row():
-                image_original = gr.Image(label="Original Images", interactive=False)
-                image_processed = gr.Image(label="Processed Images", interactive=False)
+                image_original = gr.Image(label="Original Image Preview", interactive=False)
+                image_processed = gr.Image(label="Processed Image Preview", interactive=False)
             with gr.Row():
-                original_ratio = gr.Textbox(label="Original Ratio")
-                processed_ratio = gr.Textbox(label="Processed Ratio")
+                original_ratio = gr.Textbox(label="Aspect Ratio (Original)")
+                processed_ratio = gr.Textbox(label="Aspect Ratio (Processed)")
             with gr.Row():
-                output_zip = gr.File(label="Download Processed Images as ZIP")
-                processing_time = gr.Textbox(label="Processing Time (seconds)")
+                output_zip = gr.File(label="Download All Processed Images (ZIP)")
+                processing_time = gr.Textbox(label="Total Processing Time (seconds)")
 
             bg_choice.change(self.show_color_picker, inputs=bg_choice, outputs=custom_color)
             process_button.click(self.master_process, inputs=[input_files, bg_method, watermark, canvas_size, output_format, bg_choice, custom_color, num_workers],