abhilash-neog / hyperspectral-image-learning Goto Github PK
View Code? Open in Web Editor NEWLand resource detection in a HSI using deep learning techniques
Land resource detection in a HSI using deep learning techniques
Make 3 folders. One for the images[make sure to change the path], one for the graphs generated and the other for code. And also add a readMe file :)
To make a Depth-wise separable CNN- will drastically reduce number of multiplications without losing much accuracy.
Refer to this link: https://www.geeksforgeeks.org/depth-wise-separable-convolutional-neural-networks/
Made some changes to SOM_v1. Try running it once. Taking too much time on CPU
The current approach of reducing the dimensions to extract useful features is making things complicated.
Either we apply a different approach sticking to pca, or, go for autoencoders(not much of application till date in terms of HSI dimension reduction)
k-Fold cross validation might increase the accuracy to an extent. Required to be implemented
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.