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)
☆31Nov 18, 2021Updated 4 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- the official TangXu's group released codes about the Remote Sensing images classificaiton☆64Jan 1, 2025Updated last year
- Remote sensing image classification based on deep learning☆127Nov 4, 2024Updated last year
- this is an implement of DenseNet using keras ,this project can do Remote sensing image classifiy or retrieval.I trained and evaluated thi…☆46Sep 10, 2018Updated 7 years ago
- 采用Pytorch的入门语义分割项目,支持的网络有Unet和Segnet;遥感语义分割;Unet;Segnet;Remote sensing semantic segmentation;☆427Nov 18, 2021Updated 4 years ago
- Deep Leaning (DL) for remote sensing image (RSI) classification.☆34Mar 14, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 遥感图像的语义分割,基于深度学习,在Tensorflow框架下,利用TF.Keras,运行环境TF2.0+☆317Apr 29, 2020Updated 6 years ago
- wanghr-git/Remote-sensing-image-classification-based-on-random-forest☆16Apr 27, 2021Updated 5 years ago
- Multi-Label Multi-Class Fine-Grain Image-Classification using Keras for iMaterialist_challenge_FGVC5 at CVPR18☆14May 15, 2018Updated 8 years ago
- [IEEE Geoscience and Remote Sensing Letters] Remote Sensing Image Classification via Improved Cross-Entropy Loss and Transfer Learning St…☆37Dec 1, 2020Updated 5 years ago
- Semantic segmentation of remote sensing images.☆10Apr 27, 2019Updated 7 years ago
- paper:Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification☆33Aug 3, 2019Updated 6 years ago
- Here is the research experience and code of the MG group☆31Oct 14, 2025Updated 7 months ago
- 3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)☆18Jun 24, 2017Updated 8 years ago
- The code is associated with the following paper "A Fast and Compact 3-D CNN for Hyperspectral Image Classification". IEEE Geoscience and …☆39Jan 14, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This code is for the paper "e-TransUNet: TransUNet provides a strong spatial transformation for precise deforestation mapping" that is pu…☆14May 28, 2024Updated last year
- This is official Pytorch implementation of "Decouple and Weight Semi-supervised Semantic Segmentation of Remote Sensing Images, " ISPRS, …☆11May 16, 2024Updated 2 years ago
- Connecting Interpretability and Robustness in Decision Trees through Separation☆17May 8, 2021Updated 5 years ago
- Detecting and Predicting Forest Cover Change in Pakistani Areas Using Remote Sensing Imagery☆31Oct 30, 2021Updated 4 years ago
- 深度学习图像分类的入门教程☆319Apr 9, 2019Updated 7 years ago
- SegMind: Semi-supervised rEmote sensing image semantic segmentation with masked image modeling and contrastive learning method☆11Feb 3, 2024Updated 2 years ago
- codes for TGRS paper: Graph Relation Network: Modeling Relations between Scenes for Multi-Label Remote Sensing Image Classification and R…☆36Aug 22, 2020Updated 5 years ago
- ☆10Jul 30, 2023Updated 2 years ago
- The semantic segmentation of remote sensing images☆106Jul 29, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 交通视频监测程序,用以车辆跟踪、闯红灯检测及越线检测☆15Feb 7, 2021Updated 5 years ago
- 面向遥感制图工程的语义分割项目☆28Feb 1, 2026Updated 3 months ago
- The Code of Mask-Guided Correlation Learning for Few-Shot Segmentation in Remote Sensing Imagery (IEEE Transactions on Geoscience and Rem…☆17Jul 23, 2025Updated 9 months ago
- ☆17Jun 9, 2025Updated 11 months ago
- DeeCamp26组项目——基于图像分割对卫星遥感图像进行国土分类☆18Sep 3, 2019Updated 6 years ago
- ☆22Jan 22, 2025Updated last year
- UniG-Encoder: A Universal Feature Encoder for Graph and Hypergraph Node Classification.☆14Jul 18, 2025Updated 10 months ago
- Performing a classification of the land-use image provided by a Remote sensing process using a Convolution-Neural-Network trained through…☆14Mar 10, 2021Updated 5 years ago
- Image Segmentation using k-means, n-cuts and superpixels☆11Mar 31, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆10May 4, 2022Updated 4 years ago
- Code and Notebooks for Yang et al. (2024) on InSAR tropospheric correction based on local texture correlation☆16Nov 7, 2024Updated last year
- Code of paper NDVI-Net: A fusion network for generating high-resolution normalized difference vegetation index in remote sensing.☆19Oct 5, 2020Updated 5 years ago
- Type-Specific Adversarial Attack for Object Detection☆13Aug 27, 2021Updated 4 years ago
- IEEE GRSL: Integrating spatial details with long-range contexts for semantic segmentation of very high resolution remote sensing images☆36Jun 6, 2024Updated last year
- Dynamic Time Warping andTime-Weighted Dynamic Time Warping (TWDTW) for satellite image time series analysis.☆10Oct 12, 2022Updated 3 years ago
- Codes for IGARSS2020 paper: Band-Wise Multi-Scale CNN Architecture for Remote Sensing Image Scene Classification.☆13Nov 18, 2020Updated 5 years ago