use the same graph during all flask requests

dog_breed_flask_graph.py

app = Flask(__name__)
graph = tf.get_default_graph()

@app.route('/predict', methods=['POST', 'GET'])
@cross_origin()
def predict_():
    '''
        returns a flower prediction
    '''
    global graph
    with graph.as_default():
        # process the request here