Code Monkey home page Code Monkey logo

extendedp4dcnn's Introduction

Extended Pseudo 4DCNN

High-fidelity View Synthesis for Light Field Imaging with Extended Pseudo 4DCNN

Authors: Yunlong Wang, Fei Liu, Kunbo Zhang, Zilei Wang, Zhenan Sun, Tieniu Tan.

submitted to IEEE Transactions on Computational Imaging

Installation

Dependencies

These packages can be also installed as pip install -r requirements.txt

Generate Training and Validation datasets

  • python generate_ExtendedP4DCNN_Train_Val_Datasets.py

Train from Scratch

  • train_6L_SPS_ESP.py

Test LF images in a folder

  • test.py -D your_data_dir -M dir_to_model -S dir_to_save_results --ext img_extensions --factor UPSAMPLING_FACTOR --crop_length LENGTH --angular_size IMG_ANGULAR_RESOLUTION --save_results YES

Pre-trained Models and Utilities

  • Some pre-trained models are under model folder, some metric calculating toolkits are under utils folder.

extendedp4dcnn's People

Contributors

wylcasia avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.