muscle_gesture_prediction.py

# pick random test data sample from one batch
x = random.randint(0, len(Xtest) - 1)

output = model.predict(Xtest[x].reshape(1, -1))[0]
pred = np.argmax(output)
print("Predicted: ", pred, "(", output[pred], ")")    

print("True: ", np.argmax(np.array(ytest)[x]))