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UnsupervisedNet

Wenhui Zhou, Enci Zhou, Gaoming Liu, Lili Lin, Andrew Lumsdaine. Unsupervised Monocular Depth Estimation from Light Field Image, IEEE Transactions on Image Processing, 2020, 29: 1606-1617.

  • download the model and evaluation_toolkit
  • unzip the model and evaluation_toolkit in root directory
      ./UnsupervisedNet
      ├── 4dlffilenames_val7x7star.txt
      ├── average_gradients.py
      ├── bilinear_samplerzb.py
      ├── dataloader_lf7x7star_zec.py
      ├── evalfunctions7x7.py
      ├── eval_tools.py
      ├── evaluate.py
      ├── evaluation_toolkit
      ├── model
      ├── monodepth_main_getresultLF7x7Star.py
      ├── monodepth_model_LF7x7Star.py
      ├── optical_flow_warp_fwd.py
      ├── REMADE.md
      └── result
    
  • run "python3 monodepth_main_getresultLF7x7Star.py" to test model

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[TIP 20] "Unsupervised Monocular Depth Estimation From Light Field Image"

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