Update visualization.py

visualization.py

@@ -268,21 +268,3 @@ def plot_correlation_heatmap(mse_embeddings, mse_posture, mse_voice):
     plt.title('Correlation Heatmap of MSEs')
     plt.tight_layout()
     return plt.gcf()
-
-def plot_3d_scatter(mse_embeddings, mse_posture, mse_voice):
-    fig = plt.figure()
-    plt.figure(figsize=(16, 8), dpi=300)
-    ax = fig.add_subplot(111, projection='3d')
-
-    # Scatter plot
-    ax.scatter(mse_posture, mse_embeddings, mse_voice, c=['purple']*len(mse_posture), label='Body Posture', alpha=0.6)
-    ax.scatter(mse_posture, mse_embeddings, mse_voice, c=['navy']*len(mse_embeddings), label='Facial Features', alpha=0.6)
-    ax.scatter(mse_posture, mse_embeddings, mse_voice, c=['green']*len(mse_voice), label='Voice', alpha=0.6)
-
-    ax.set_xlabel('Body Posture MSE')
-    ax.set_ylabel('Facial Features MSE')
-    ax.set_zlabel('Voice MSE')
-
-    ax.legend()
-    plt.close(fig)
-    return fig