Update app.py

app.py

@@ -4,21 +4,11 @@ import cv2
 from flask import Flask, request, jsonify, render_template
 from tensorflow.keras.models import load_model  # type: ignore
 
-app = Flask(__name__)
-
-# Path to the model file
-model_path = 'pneumonia_model.keras'
-
-# Check if the model file exists
-if not os.path.exists(model_path):
-    raise FileNotFoundError(f"The model file {model_path} does not exist.")
+# Specify the template folder manually
+app = Flask(__name__, template_folder='.')
 
 # Load the saved model
-try:
-    model = load_model(model_path)
-except ValueError as e:
-    print(f"Error loading the model: {e}")
-    raise
+model = load_model('pneumonia_model.keras')
 
 def preprocess_image(image):
     """Preprocess the image for prediction."""