text: TRAINING_PARAMS = \
  	{
  		"model_params": {
  			"backbone_name": "darknet53",
  			"backbone_weight": "",
  		},
  		"model": {
  			"anchors": [
  				[[28, 21]],
  				[[57, 38]],
  				[[100, 65]],
  				[[164, 121]]
  			],
  			"classes": 1,
  			#"classes_category": ['car', 'bus', 'van', 'others']
  			"classes_category": ["car"]
  		},
  		"lr": {
  			"backbone_lr": 1e-1,
  			"other_lr": 1e-1,
  			"LR_INIT": 1e-1,
  			"LR_END": 1e-5,
  			"WARMUP_EPOCHS": 1,
  			"freeze_backbone": False,  # freeze backbone wegiths to finetune
  			"decay_step": [15, 20],
  			"decay_gamma": 0.1
  		},
  		"optimizer": {
  			"type": "sgd",
  			"weight_decay": 5e-04,
  		},
  		"data_path":"/media/xyl/6418a039-786d-4cd8-b0bb-1ed36a649668/Datasets/UA-DETRAC",
  		"batch_size": 16,
  		"train_path": "../data/detrac/train.txt",#../data/coco/vehecal/vehecal_train.txt",
  		"train_ignore_region": "../data/detrac/train_ignore_region.txt",
  		"train_labels_path": "../data/detrac/labels",
  		"epochs": 32,
  		"Multi-scale training": False, #要增加多尺度训练！
  		"img_h": 640,#如果Multi-scale training是False，则使用此单尺度训练
  		"img_w": 640,
  		"parallels": [0],                         #  config GPU device
  		"working_dir": "/home/xyl/PycharmProjects/YOLOV3_SUPER",              #  replace with your working dir
  
  		# restore_model_weight:
  		"pretrain_snapshot": "/home/xyl/PycharmProjects/YOLOV3_SUPER/darknet53/size640x640_try_LVnet_deconv_centerloss_test_UA_detrac/20210105104444/model.pth",
  		#/home/xyl/PycharmProjects/YOLOV3_SUPER/darknet53/size640x640_try_LVnet_test_UA_detrac/20210104163731/model.pth
  		"self_train_weight": True,
  		"resume_start_epoch": 4,
  
  
  		# train_eval:
  		"start_eval": 31,
  		"interval_epoch_eval": 1, #每隔多少个epoch进行验证
  		"epoch_eval_times": 1, #每个epoch验证多少轮
  		#train_eval参数的含义为：从"start_eval"第2个epoch开始进行验证，此时"epoch_eval_times"第２个epoch总共
  		# 会验证两次，然后间隔"interval_epoch_eval"２个epoch会再次进行验证
  
  
  		#tricks
  		"try": '_LVnet_deconv_centerloss_test_UA_detrac',
  		"scheduler_way": "Cosdecay",
  		"GIOU": False,
  		"mix_up": False,
  		"accumulate":1
  	}
  
  Eval = {
  	"PROJECT_PATH": "/home/xyl/PycharmProjects/YOLOV3_SUPER", #即本项目的地址
  	"TEST_IMG_SIZE":640,
  	"BATCH_SIZE":32,
  	"NUMBER_WORKERS":0,
  	"CONF_THRESH":0.01,
  	"NMS_THRESH":0.5,
  	"MULTI_SCALE_TEST":False,
  	"FLIP_TEST":False,
  	"test_path": "../data/detrac/test.txt",#../data/coco/vehecal/vehecal_train.txt",
  	"test_ignore_region": "../data/detrac/test_ignore_region.txt",
  	"test_labels_path": "../data/detrac/labels_test",
  
  	#不产生结果分析图
  	"generate_analyze_figure": False,
  }
  