refactor: update API names for prediction functions to improve clarity and consistency

app_mcp.py

@@ -533,7 +533,7 @@ with gr.Blocks(css="#post-gallery { overflow: hidden !important;} .grid-wrap{ ov
                     fn=predict_image_with_json, 
                     inputs=inputs, 
                     outputs=outputs,
-                    api_name="Infer: Full Predict"
+                    api_name="/predict"
                 )
                 augment_button.click(  # Connect Augment button to the function
                     fn=predict_image_with_json, 
@@ -546,7 +546,7 @@ with gr.Blocks(css="#post-gallery { overflow: hidden !important;} .grid-wrap{ ov
                         sharpen_slider
                     ], 
                     outputs=outputs,
-                    api_name="Infer: Augment then Predict"
+                    api_name="/augment"
                 )
             with gr.Tab("🙈 Project Introduction"):
                 gr.Markdown(QUICK_INTRO)
@@ -564,12 +564,20 @@ with gr.Blocks(css="#post-gallery { overflow: hidden !important;} .grid-wrap{ ov
                     outputs=gr.Image(type="pil"),
                     title="Wavelet-Based Noise Analysis",
                     description="Analyzes image noise patterns using wavelet decomposition. This tool helps detect compression artifacts and artificial noise patterns that may indicate image manipulation. Higher noise levels in specific regions can reveal areas of potential tampering.",
-                    api_name="Tool: Wavelet Noise Estimation"
+                    api_name="/tool_waveletnoise"
                 )
 
 
             with gr.Tab("Bit Plane Values", visible=False):
                 gr.Interface(
+                    """Forensics Tool: Bit Plane Extractor
+
+                    Args:
+                        image: PIL Image to analyze
+                        channel: Color channel to extract bit plane from ("Luminance", "Red", "Green", "Blue", "RGB Norm")
+                        bit_plane: Bit plane index to extract (0-7)
+                        filter_type: Filter to apply ("Disabled", "Median", "Gaussian")
+                    """
                     fn=bit_plane_extractor,
                     inputs=[
                         gr.Image(type="pil"),
@@ -580,7 +588,7 @@ with gr.Blocks(css="#post-gallery { overflow: hidden !important;} .grid-wrap{ ov
                     outputs=gr.Image(type="pil"),
                     title="Bit Plane Analysis",
                     description="Extracts and visualizes individual bit planes from different color channels. This forensic tool helps identify hidden patterns and artifacts in image data that may indicate manipulation. Different bit planes can reveal inconsistencies in image processing or editing.",
-                    api_name="Tool: Bitplane Extractor"
+                    api_name="/tool_bitplane"
                 )
             # with gr.Tab("EXIF Full Dump"):
             #     gr.Interface(