text: # Basiskonfigurationsfile
  _base_ = '../grid_rcnn/grid_rcnn_x101_64x4d_fpn_gn-head_2x_coco.py'
  
  dataset_type = 'CocoDataset'
  classes = ('bobcat', 'coyote', 'raccoon', 'bird', 'dog', 'cat', 'squirrel','rabbit', 'deer', 'fox') #10 classes
  
  model = dict(
  		backbone=dict(
         
          		frozen_stages=4
          	),
      		roi_head=dict(
      			bbox_head=dict(
      			 num_classes=10
      			)
          	)
         )
  
  
  data = dict(
      train=dict(
      	type='CocoDataset',
          #img_prefix='customDataCaltech/caltech_halfsize_adv',
          #img_prefix='/media/Pool/Thesis/Datensets/cct_images',
   	#img_prefix='/home/felice/Datasets/cct_images',
   	img_prefix='/media/SSD2project/WilLiCam/datasets/caltech/cct_images',
          classes=classes,
          ann_file='customDataCaltech/adv5/adv5_train.json'),
      val=dict(
      	type='CocoDataset',
          #img_prefix='/media/Pool/Thesis/Datensets/cct_images',
  	#img_prefix='/home/felice/Datasets/cct_images',
  	img_prefix='/media/SSD2project/WilLiCam/datasets/caltech/cct_images',
          classes=classes,
          ann_file='customDataCaltech/adv5/adv5_known_val.json'),
      test=dict(
      	type='CocoDataset',
  	#img_prefix='/home/felice/Datasets/cct_images',
          #img_prefix='/media/Pool/Thesis/Datensets/cct_images',
          img_prefix='/media/SSD2project/WilLiCam/datasets/caltech/cct_images',
          classes=classes,
          ann_file='customDataCaltech/adv5/adv5_known_test.json'))
  
  
  #optimizer = dict(type='SGD', lr=0.02, momentum=0.9, weight_decay=0.0001) original (2x8=16)
  #optimizer = dict(type='SGD', lr=0.0025, momentum=0.9, weight_decay=0.0001)
  optimizer = dict(type='SGD', lr=0.005, momentum=0.9, weight_decay=0.0001) #cheetah (2x2=4)
  
  evaluation = dict(classwise=True, interval=1, metric='bbox')
  
  work_dir = '/media/storage1/projects/WilLiCam/checkpoint_workdir/grid_rcnn_x101_64x4d_fpn_gn-head_2x_coco_cct-adv5v2_freeze_l1_l4_2gpu'
  
  # Pretrained model laden
  load_from = 'checkpoints/grid_rcnn_x101_64x4d_fpn_gn-head_2x_coco_20200204-ec76a754.pth'
  
  #http://download.openmmlab.com/mmdetection/v2.0/grid_rcnn/grid_rcnn_x101_64x4d_fpn_gn-head_2x_coco/grid_rcnn_x101_64x4d_fpn_gn-head_2x_coco_20200204-ec76a754.pth
  
  