b-xi / a-spn Goto Github PK
View Code? Open in Web Editor NEWThis project forked from mengxue-rs/a-spn
the official implementation of paper Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification (A-SPN).
This project forked from mengxue-rs/a-spn
the official implementation of paper Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification (A-SPN).
% % A-SPN: Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification DEMO. % URL : https://ieeexplore.ieee.org/document/9325094 % Version: 1.0 % Date : May 2021 % % This demo shows the A-SPN model for hyperspectral image classification. % % main.py ....... A main script executing experiments upon IP, PU, and HU data sets. % data.py ....... A script implementing various data manipulation functions. % function.py ....... A script implementing the training function, the test function, and etc. % model.py ....... A script implementing the SPN and A-SPN model. % secondpooling.py ....... A script implementing the Second Order Pooling Operator, namely, SOP. % spatialattention.py ....... A script implementing the Spatial Attention further improving SOP, namely, A-SOP. % % /Dataset ............... The folder including the IP, PU, and HU data sets. % /temp_vars ............... The folder storing temporary PCA preprocessing results. % /logs ............... The folder containing a script guiding to TensorBoard usage. % % -------------------------------------- % Note: Required core python libraries are covered % -------------------------------------- % 1. python 3.6.5 % 2. tensorflow-gpu 1.14.0 % 3. tensorboard 1.14.0 % 4. Keras 2.2.5 % 5. opencv-python 4.4.0.46 % 6. h5py 2.10.0 % 7. matplotlib 3.3.0 % 8. numpy 1.19.4 % 9. scipy 1.5.4 % -------------------------------------- % Cite: % -------------------------------------- % % [1] Z. Xue, M. Zhang, Y. Liu and P. Du, "Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3048128. % % -------------------------------------- % Copyright & Disclaimer % -------------------------------------- % % The programs contained in this package are granted free of charge for % research and education purposes only. % % Copyright (c) 2021 by Zhaohui Xue & Mengxue Zhang % [email protected] & [email protected] % https://sites.google.com/site/zhaohuixuers/publications
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.