MUYang99 / Pytorch_Remote-Sensing-Image-ClassificationLinks
Based on Google Earth remote sensing images of Wuhan in 2016, using pre-trained models Alexnet, VGG11, Resnet-50 and Resnet-101 for transfer learning, the classification model can predict the category of unknown remote sensing images with 90.48% accuracy (ResNet-101)
☆30Updated 3 years ago
Alternatives and similar repositories for Pytorch_Remote-Sensing-Image-Classification
Users that are interested in Pytorch_Remote-Sensing-Image-Classification are comparing it to the libraries listed below
Sorting:
- Deeplab v3_Plus for semantic segmentation of remote sensing(pytorch)☆46Updated 5 years ago
- For the remote sensing scene classification task in complex background, we proposed a lightweight convolutional neural network with bilin…☆41Updated 4 years ago
- AliBahri94 / Remote-Sensing-Image-Classification-via-Improved-Cross-Entropy-Loss-and-Transfer-Learning-Strategy[IEEE Geoscience and Remote Sensing Letters] Remote Sensing Image Classification via Improved Cross-Entropy Loss and Transfer Learning St…☆35Updated 4 years ago
- Deep Leaning (DL) for remote sensing image (RSI) classification.☆34Updated last year
- Road extraction of high-resolution remote sensing images based on various semantic segmentation networks☆26Updated 6 years ago
- apply deeplabv3+ into remote sensing field, especially for semantic segmentation.☆14Updated 5 years ago
- experiemntal code for "A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene …☆32Updated 6 years ago
- Fully Convolutional Siamese Networks for Change Detectionno☆58Updated 5 years ago
- Boundary Enhancement Semantic Segmentation for Building Extraction from Remote Sensed Image☆33Updated 3 years ago
- an unoffice reimpliment for main remote sensing change detection network. including CDNet FC-EF FC-EF-conc FC-EF-diff FC-EF-Res FCN-PP U…☆79Updated 5 years ago
- IEEE GRSL: Integrating spatial details with long-range contexts for semantic segmentation of very high resolution remote sensing images☆32Updated last year
- Semantic segmentation of remote sensing image, using DeepLabv3（PyTorch）☆70Updated 6 years ago
- 2021珠海数据开放创新应用大赛(卫星遥感数据分析)☆29Updated 4 years ago
- Remote sensing image classification based on deep learning☆125Updated 7 months ago
- Codes for IGARSS2020 paper: Band-Wise Multi-Scale CNN Architecture for Remote Sensing Image Scene Classification.☆12Updated 4 years ago
- 对高分辨率光学遥感图像中各类地物光谱信息和空间信息进行分析，将图像中具有语义信息的各个像元分别赋予语义类别标签；以包含典型土地利用分类的光学遥感图像为处理对象，使用提供的遥感图像数据集进行土地利用类型语义分割处理。☆33Updated 4 years ago
- Pytorch Codes for the paper 'MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images'☆39Updated 4 years ago
- this is an implement of DenseNet using keras ,this project can do Remote sensing image classifiy or retrieval.I trained and evaluated thi…☆46Updated 6 years ago
- Two kinds of full convolution neural network models based on multi-scale feature fusion for cloud area detection of remote sensing image.☆18Updated 5 years ago
- Semantic segmentation on buildings based on the INRIA the INRIA Aerial Image Labeling Dataset using neural network☆24Updated 6 years ago
- The project aims to contribute to geoscience community☆68Updated 5 years ago
- paper：Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification☆32Updated 5 years ago
- The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method☆74Updated 4 years ago
- The semantic segmentation of remote sensing images☆38Updated last year
- Hyperspectral remote sensing image classification based on deep learning☆23Updated 6 years ago
- The code of Adaptive Fusion Network for Remote Sensing Image Semantic Segmentation.☆9Updated 4 years ago
- ☆39Updated 4 years ago
- ☆16Updated 3 years ago
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆25Updated 2 years ago
- A general framework for change detection of remote sensing images☆35Updated 2 years ago