import tensorflow as tf
import numpy as np

import tensorflow as tf
import numpy as np

model = tf.keras.models.load_model('EcValve_1.h5')

input_data = np.array([[-0.029184604, 7, 60]], dtype=np.float32)  # Shape: (1, 3)

prediction = model.predict(input_data)

print("Prediction (probability of leak):", prediction)
print("Leak detected" if prediction[0] > 0.5 else "No leak")