End-to-end Optimization of Optics and Image Processing for Achromatic Extended Depth of Field and Super-resolution Imaging

Information

• Paper topic: Images
• Software type: Code
• Able to run a replicability test: True
• Replicability score: 3
• Software language: Python
• License: unspecified
• Build mechanism: Not applicable (python, Matlab..)
• Dependencies: tensorflow-gpu / protobuf / poppy
• Documentation score {0,1,2}: 1
• Reviewer: Nicolas Mellado <nmellado0@gmail.com>
• Time spent for the test (build->first run, timeout at 100min): 50min

Source code information

• Code URL: https://github.com/vsitzmann/deepoptics
• Git commit hash: 21c244dbadc9fb686d5f51a81c5b08a298b36c98
• Software Heritage link:

Comments

I had to patch the environment.yml file to use up-to-date pip packages.
I could train the network and see image results using tensorboard, however  it is not clear how this images should be compared with the results shown in the paper.

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