anumitgarg / Hybrid-CNN-RNN-Model-for-Hyperspectral-Satellite-Image-ClassificationLinks
The following model uses hybrid CNN- RNN model for classification of each pixel to its corresponding classes. Further the code is developed to classify pixels in accordance with soft as well as hard classification techniques.
☆14Updated 6 years ago
Alternatives and similar repositories for Hybrid-CNN-RNN-Model-for-Hyperspectral-Satellite-Image-Classification
Users that are interested in Hybrid-CNN-RNN-Model-for-Hyperspectral-Satellite-Image-Classification are comparing it to the libraries listed below
Sorting:
- The code is associated with the following paper "A Fast and Compact 3-D CNN for Hyperspectral Image Classification". IEEE Geoscience and …☆39Updated 4 years ago
- 1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data☆64Updated 3 years ago
- The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectra…☆244Updated 2 years ago
- Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".☆27Updated 2 years ago
- Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction☆133Updated last year
- Remote sensing of vegetation and crops using hyperspectral imagery and unsupervised learning methods. The project contains different appl…☆14Updated 4 years ago
- Hyperspectral image generator with augmentation for Keras☆43Updated last year
- 2D Convolutional Neural Network for land use and land cover classification of radar and hyperspectral images☆23Updated 7 years ago
- Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification☆94Updated 4 years ago
- Hyperspectral Unmixing via Dual Attention Convolutional Neural Networks | 基于双注意力卷积神经网络的高光谱图像解混☆29Updated last year
- In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classi…☆84Updated 5 years ago
- Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network☆194Updated 3 years ago
- Bin-Zh / Three-dimensional-convolutional-neural-network-model-for-tree-species-classification-using-airborne-Three-dimensional convolutional neural network model for tree species classification using airborne hyperspectral images☆27Updated last year
- The repository contains the implementation of PCA + SVM and PCA + Hybrid(2D+3D) CNN implemenatation techniques on Hyperspectral Images(In…☆27Updated 5 years ago
- Processing of HSIs: spectral unmixing and classification.☆21Updated 4 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆52Updated last year
- Classification of Hyperspectral Remote Sensing Images Based on Convolutional Neural Network☆21Updated 6 years ago
- Crop yield prediction on remote sensing data using CNN☆27Updated 6 years ago
- ☆22Updated 3 years ago
- Spectral Angle Mapper used to classify Hyperspectral Image☆35Updated last year
- This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"☆164Updated last year
- Deep learning framework for hyperspectral image classification☆55Updated 8 years ago
- A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification☆80Updated 4 years ago
- LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development…☆63Updated 3 years ago
- A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification☆206Updated 3 years ago
- Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"☆206Updated 5 years ago
- Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.☆68Updated 6 years ago
- classification of remote sensing images using Convolutional Neural Networks (CNN)☆19Updated 5 years ago
- Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.☆50Updated 4 years ago
- Complete code for linear and non-linear unmixing Hyperspectral images in Python.☆14Updated 4 years ago