convert_models.py

"""
Re-export models to .keras format for cross-version compatibility.
"""
import tensorflow as tf
import os

MODELS_DIR = r"C:\Users\nessi\OneDrive\Desktop\ML\alzheimer_api\models"

models_to_convert = {
    "alzheimer_cnn_custom_best.h5": "alzheimer_cnn.keras",
    "alzheimer_resnet50_best.h5": "alzheimer_resnet.keras",
}

for h5_file, keras_file in models_to_convert.items():
    h5_path = os.path.join(MODELS_DIR, h5_file)
    out_path = os.path.join(MODELS_DIR, keras_file)
    
    print(f"Loading {h5_file}...")
    model = tf.keras.models.load_model(h5_path)
    
    print(f"Saving as {keras_file}...")
    model.save(out_path)
    print(f"Done: {keras_file}\n")

print("All models converted!")