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DepthSR_Net

Input :

  • data_path can be data for the training or the testing.
  • is_train is a boolean. True for training. False for testing.
  • checkpoint_dir
  • result_path
  • save_parameters is a boolean. Set to 1 to save filters, bias, feature maps.
  • config configuration of network.

Output :

  • configuration.mat with data_path, result_path, config, is_train
  • parameters.mat (if save_parameters = 1)
  • RMSE_tab save the evolution of RMSE at each step
  • _down : input depth
  • _rgb : input intensity
  • _up : GT depth
  • _sr : output of algorithm

python main.py --data_path = '' --is_train = '' --config= ''--checkpoint_dir= '' --result_path='' --save_parameters = ''

Sources

https://li-chongyi.github.io/proj_SR.html

Example

python main.py --data_path='/Users/aliceruget/Documents/PhD/Dataset/Paper_Test_dataset/16' --is_train='0' --config='/Users/aliceruget/Documents/PhD/DepthSR_Net_AR/Configs/cfg_original_scale16.yaml' --checkpoint_dir='/Users/aliceruget/Documents/PhD/DepthSR_Net_AR/Checkpoint/16' --result_path='/Users/aliceruget/Documents/PhD/DepthSR_Net_AR/Results/Paper_Test_dataset_16' --save_parameters='1'

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