Update app.py

app.py

@@ -5,6 +5,7 @@ import numpy as np
 from pathlib import Path
 from huggingface_hub import snapshot_download
 from fastMONAI.vision_all import *
+from fastMONAI.vision_inference import load_system_resources, inference, compute_binary_tumor_volume
 import sys
 
 # Debug: List all symbols imported from fastMONAI.vision_all
@@ -134,22 +135,9 @@ save_dir.mkdir(parents=True, exist_ok=True)
 
 
 # Debug: Check if load_system_resources is defined
-print("[DEBUG] Checking if 'load_system_resources' is defined...")
-if 'load_system_resources' in dir():
-    print("[DEBUG] 'load_system_resources' found in current namespace.")
-else:
-    print("[DEBUG] 'load_system_resources' NOT found in current namespace.")
-
-# Try to call load_system_resources and catch NameError
-try:
-    # Load the model and other required resources
-    learn, reorder, resample = load_system_resources(models_path=models_path,
-                                                     learner_fn='heart_model.pkl',
-                                                     variables_fn='vars.pkl')
-except NameError as e:
-    print("[ERROR] NameError:", e)
-    print("[ERROR] 'load_system_resources' is not defined. Please check your fastMONAI installation or provide the function definition.")
-    sys.exit(1)
+learn, reorder, resample = load_system_resources(models_path=models_path,
+                                                 learner_fn='heart_model.pkl',
+                                                 variables_fn='vars.pkl')
 
 # Gradio interface setup
 output_text = gr.Textbox(label="Volume of the Left Atrium (mL):")