PyTorch implementation of popular datasets and models in remote sensing
☆412May 7, 2023Updated 3 years ago
Alternatives and similar repositories for torchrs
Users that are interested in torchrs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆4,228Updated this week
- A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detecti…☆2,369Sep 9, 2026Updated last month
- Techniques for deep learning with satellite & aerial imagery☆10,297Updated this week
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Jan 23, 2023Updated 3 years ago
- official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published …☆95Sep 25, 2022Updated 4 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.
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆302Apr 20, 2024Updated 2 years ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆185Jul 25, 2024Updated 2 years ago
- Deep learning models for change detection of remote sensing images☆395Dec 23, 2023Updated 2 years ago
- [RSE 2022] Cross-sensor domain adaptation for high-spatial resolution urban land-cover mapping: from airborne to spaceborne imagery☆46Oct 29, 2022Updated 4 years ago
- The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"☆470Feb 24, 2025Updated last year
- A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artifi…☆912Jul 30, 2021Updated 5 years ago
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆78May 30, 2023Updated 3 years ago
- 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning☆3,921Jul 14, 2022Updated 4 years ago
- official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection☆477Mar 11, 2023Updated 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.
- ☆40Feb 6, 2023Updated 3 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆225May 11, 2022Updated 4 years ago
- 🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.☆397Aug 30, 2020Updated 6 years ago
- [NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation☆582Aug 29, 2026Updated 2 months ago
- Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.☆363Mar 30, 2024Updated 2 years ago
- ☆1,970May 7, 2026Updated 5 months ago
- Aerial Image segmentation by PyTorch☆33Jan 11, 2024Updated 2 years ago
- ☆295Aug 20, 2024Updated 2 years ago
- ☆349Mar 23, 2026Updated 7 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.☆408Jul 18, 2025Updated last year
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆223Jan 15, 2022Updated 4 years ago
- Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108…☆191May 10, 2022Updated 4 years ago
- Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"☆30Mar 5, 2025Updated last year
- ☆42Jun 29, 2024Updated 2 years ago
- This repository is for semantic change detection.☆53Apr 14, 2025Updated last year
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆287Jun 10, 2026Updated 4 months ago
- Remote sensing elevation (3D) change detection with deep learning☆34Jan 18, 2023Updated 3 years ago
- The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"☆384Aug 5, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- An open source library and framework for deep learning on satellite and aerial imagery.☆2,242Jun 4, 2026Updated 4 months ago
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆326Sep 6, 2025Updated last year
- Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images.☆89Mar 12, 2023Updated 3 years ago
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …☆27Aug 8, 2023Updated 3 years ago
- ☆18Dec 15, 2025Updated 10 months ago
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆297Sep 30, 2026Updated last month
- A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, cod…☆484Jun 6, 2024Updated 2 years ago