HYTOS

                img_path = self.img_path_list[index]

                self.img_list.append(cv2.imread(img_path))

        if self.is_training==True:

            if self.use_rescale == True:

                new_image_list, new_label_list = self.rescale_func(self.img_list, self.anno_list)

                self.img_list.extend(new_image_list)

                self.anno_list.extend(new_label_list)

    def rescale_func(self, img_list, anno_list):

        #scale_array = [0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3]

    learning_rate_schedule = {"0": 1e-5, "5": 1e-4,

                              "80": 1e-5, "110": 1e-6}

                       "shuffle": True,

                       "drop_last": True,

                       "collate_fn": custom_collate_fn}