som names changed

app.py

@@ -309,8 +309,8 @@ with gr.Blocks(title='Cabasus') as cabasus_sensor:
         plot_box_leg = gr.Plot(label="Filtered Signal Plot")
         slice_slider = gr.Slider(minimum=1, maximum=300, label='Slice select', step=1)
 
-        som_create = gr.Button('generate som')
-        som_figures = gr.Plot(label="som activations")
+        som_create = gr.Button('generate activation maps')
+        som_figures = gr.Plot(label="activations maps")
 
         with gr.Row():
             slice_size_slider = gr.Slider(minimum=16, maximum=512, step=1, value=64, label="Slice Size", visible=False)

funcs/som.py

@@ -145,7 +145,7 @@ class ClusterSOM:
             fig, axes = self.rearrange_subplots(len(self.som_models))
 
             # fig, axes = plt.subplots(1, len(self.som_models), figsize=(20, 5), sharex=True, sharey=True)
-            fig.suptitle(f"Activation map for SOM {prediction[0]}, node {prediction[1]}", fontsize=16)
+            fig.suptitle(f"Activation map for A {prediction[0]}, node {prediction[1]}", fontsize=16)
 
             for idx, (som_key, som) in enumerate(self.som_models.items()):
                 ax = axes[idx]
@@ -229,7 +229,7 @@ class ClusterSOM:
             prediction = self.predict([data[int(slice_select)-2]])[0]
 
         fig, axes = plt.subplots(1, len(self.som_models), figsize=(20, 5), sharex=True, sharey=True)
-        fig.suptitle(f"Activation map for SOM {prediction[0]}, node {prediction[1]}", fontsize=16)
+        fig.suptitle(f"Activation map for A {prediction[0]}, node {prediction[1]}", fontsize=16)
 
         for idx, (som_key, som) in enumerate(self.som_models.items()):
             ax = axes[idx]
@@ -244,13 +244,13 @@ class ClusterSOM:
             if som_key == prediction[0]:  # Active SOM
                 im_active = ax.imshow(activation_map, cmap='viridis', origin='lower', interpolation='none')
                 ax.plot(winner[1], winner[0], 'r+')  # Mark the BMU with a red plus sign
-                ax.set_title(f"SOM {som_key}", color='blue', fontweight='bold')
+                ax.set_title(f"A {som_key}", color='blue', fontweight='bold')
                 if hasattr(self, 'label_centroids'):
                     label_idx = self.label_encodings.inverse_transform([som_key - 1])[0]
                     ax.set_xlabel(f"Label: {label_idx}", fontsize=12)
             else:  # Inactive SOM
                 im_inactive = ax.imshow(activation_map, cmap='gray', origin='lower', interpolation='none')
-                ax.set_title(f"SOM {som_key}")
+                ax.set_title(f"A {som_key}")
 
             ax.set_xticks(range(activation_map.shape[1]))
             ax.set_yticks(range(activation_map.shape[0]))