text: # Basiskonfigurationsfile
  _base_ = '../libra_rcnn/libra_faster_rcnn_x101_64x4d_fpn_1x_coco.py'
  
  
  # Modify dataset related settings
  dataset_type = 'CaltechDataset'
  classes = ('bobcat', 'opossum', 'empty', 'coyote', 'racoon', 'bird', 'dog', 'cat', 'squirrel', 'rabbit', 'skunk', 'lizard', 'rodent', 'badger', 'deer', 'cow', 'car', 'fox', 'pig','mountain_lion', 'bat', 'insect')
  
  model = dict(
  	
  	roi_head=dict(
  	
  		bbox_head=dict(
  		    type='Shared2FCBBoxHead',
  		    in_channels=256,
  		    fc_out_channels=1024,
  		    roi_feat_size=7,
  		    num_classes=22,
  		    bbox_coder=dict(
  		        type='DeltaXYWHBBoxCoder',
  		        target_means=[0.0, 0.0, 0.0, 0.0],
  		        target_stds=[0.1, 0.1, 0.2, 0.2]),
  		    reg_class_agnostic=False,
  		    loss_cls=dict(
  		        type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0),
  		    loss_bbox=dict(
  		        type='BalancedL1Loss',
  		        alpha=0.5,
  		        gamma=1.5,
  		        beta=1.0,
  		        loss_weight=1.0)
  		 )
  	)
  
  )
  
  data = dict(
      train=dict(
      	type='CaltechDataset',
          #img_prefix='/media/SSD2project/WilLiCam/datasets/caltech/cct_images',
          img_prefix='/media/Pool/Thesis/Datensets/cct_images',
          ann_file='customDataCaltech/caltech_adv/eccv_train_adv.json'),
      val=dict(
      	type='CaltechDataset',
          #img_prefix='/media/SSD2project/WilLiCam/datasets/caltech/cct_images',
          img_prefix='/media/Pool/Thesis/Datensets/cct_images',
          classes=classes,
          ann_file='customDataCaltech/caltech_adv/eccv_val_adv.json'),
      test=dict(
      	type='CaltechDataset',
          #img_prefix='/media/SSD2project/WilLiCam/datasets/caltech/cct_images',
          img_prefix='/media/Pool/Thesis/Datensets/cct_images',
          classes=classes,
          ann_file='customDataCaltech/caltech_adv/eccv_val_TEST_adv.json'))
          
  optimizer = dict(type='SGD', lr=0.01, momentum=0.5, weight_decay=0.0001)
  
  total_epochs = 24
  
  #work_dir = '/media/SSD2project/WilLiCam/checkpoint_workdir/libra_fasterrcnn_caltechclean'
  
  