MUYang99 / Pytorch_Remote-Sensing-Image-Classification
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)
☆28Updated 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
- AliBahri94 / Remote-Sensing-Image-Classification-via-Improved-Cross-Entropy-Loss-and-Transfer-Learning-StrategyRemote Sensing Image Classification via Improved Cross-Entropy Loss and Transfer Learning Strategy Based on Deep Convolutional Neural Net…☆29Updated 4 years ago
- Deep Leaning (DL) for remote sensing image (RSI) classification.☆34Updated 11 months ago
- For the remote sensing scene classification task in complex background, we proposed a lightweight convolutional neural network with bilin…☆40Updated 4 years ago
- Deeplab v3_Plus for semantic segmentation of remote sensing(pytorch)☆47Updated 5 years ago
- paper:Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification☆31Updated 5 years ago
- experiemntal code for "A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene …☆33Updated 5 years ago
- Road extraction of high-resolution remote sensing images based on various semantic segmentation networks☆25Updated 5 years ago
- 2021珠海数据开放创新应用大赛(卫星遥感数据分析)☆29Updated 3 years ago
- Hyperspectral remote sensing image classification based on deep learning☆22Updated 6 years ago
- Fully Convolutional Siamese Networks for Change Detectionno☆57Updated 5 years ago
- Boundary Enhancement Semantic Segmentation for Building Extraction from Remote Sensed Image☆28Updated 3 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
- IEEE GRSL: Integrating spatial details with long-range contexts for semantic segmentation of very high resolution remote sensing images☆31Updated 8 months ago
- Remote sensing image classification based on deep learning☆121Updated 3 months ago
- Semantic segmentation of remote sensing image, using DeepLabv3(PyTorch)☆69Updated 5 years ago
- This is the code of the paper Multiple Spectral Resolution 3D Convolutional Neural Network for Hyperspectral Image Classification. And th…☆26Updated 2 years ago
- remote sensing image classification and image caption by PyTorch☆53Updated 5 years ago
- Code of paper 《Remote Sensing Image Scene Classification Based on an Enhanced Attention Module》☆10Updated 4 years ago
- Codes for IGARSS2020 paper: Band-Wise Multi-Scale CNN Architecture for Remote Sensing Image Scene Classification.☆10Updated 4 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆57Updated 4 years ago
- apply deeplabv3+ into remote sensing field, especially for semantic segmentation.☆14Updated 5 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。☆32Updated 4 years ago
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆23Updated 3 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- 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☆24Updated 4 months ago
- The semantic segmentation of remote sensing images☆36Updated last year
- ☆15Updated 3 years ago
- Change detection program including IRMAD, MM, MRF etc. python☆11Updated 8 years ago
- Deep learning courses for postgraduates☆11Updated 2 years ago
- The code of Adaptive Fusion Network for Remote Sensing Image Semantic Segmentation.☆9Updated 4 years ago