styling

README.md

@@ -8,5 +8,5 @@ sdk_version: 5.7.1
 app_file: app.py
 pinned: false
 license: mit
-short_description: 'fMRI Learning Stage Classification with Vision Transformers '
+short_description: 'fMRI Learning Stage Classification with Vision Transformers'
 ---

app.py

@@ -342,7 +342,7 @@ def process_fmri(file_obj):
 
 iface = gr.Interface(
     fn=process_fmri,
-        inputs=gr.File(label="fMRI data input (.nii/.nii.gz)"),
+        inputs=gr.File(label="Supports standard NIFTI format (.nii/.nii.gz)"),
 
     outputs=[
         gr.Textbox(
@@ -352,19 +352,19 @@ iface = gr.Interface(
         ),
         gr.Plot(label="Neural Activity Analysis")
     ],
-    title="🧠 fMRI Learning Stage Classifier",
+    title="🧠 Learned Spectrum",
     description="""
-    ## Neural Learning Stage Analysis
+
+    ### fMRI Learning Stage Classification with Vision Transformers
     
+    """,
+    article="""
     Upload a 4D fMRI scan to:
     - Classify learning stage progression
     - Visualize brain activation patterns
     - Analyze regional activity profiles
     - Track temporal dynamics
-    
-    Supports standard NIFTI format (.nii/.nii.gz)
-    """,
-    article="""
+
     ### interpretation guide
     
     - learning stage: ranges from novice (0.0) to expert (1.0)
@@ -372,7 +372,7 @@ iface = gr.Interface(
     - regional profile: shows activity across 116 brain regions
     - temporal pattern: activation changes over time
     """,
-    theme="default",
+    theme="dark",
     examples=[],
     cache_examples=False
 )