def METHOD_NAME(self):
    print('Starting evaluation test for SSD...')
    eval_dataset = WiderPersonDataset(root=os.path.join(self.temp_dir, "test_data"), splits=['train'])
    self.detector.load(os.path.join(self.temp_dir, "ssd_default_person"))
    results_dict = self.detector.eval(eval_dataset)
    self.assertIsNotNone(results_dict['map'],
                         msg="Eval results dictionary not returned.")
    del eval_dataset, results_dict
    gc.collect()
    print('Finished evaluation test for SSD...')