This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple implementation of our strong baseline.
☆26Aug 8, 2023Updated 2 years ago
Alternatives and similar repositories for Xview2_Strong_Baseline
Users that are interested in Xview2_Strong_Baseline are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICDM 2023] Code implementation of "Learning Efficient Unsupervised Satellite Image-based Building Damage Detection"☆28Mar 12, 2024Updated 2 years ago
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆69Mar 17, 2026Updated last month
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆56Apr 16, 2025Updated last year
- Adding language to Clay☆13Jul 3, 2024Updated last year
- ☆14Jun 9, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)☆90Dec 21, 2021Updated 4 years ago
- An up-to-date & curated list of awesome layout to image papers, methods & resources.☆13Jun 28, 2024Updated last year
- Code for xView2 challenge (https://xview2.org/) submission. 2nd place submission in Track 3: "Evaluation Only". Ranked ranked 40th on lea…☆80Jan 8, 2021Updated 5 years ago
- ☆59Mar 14, 2024Updated 2 years ago
- Image segmentation models for building localization and damage assessment based on satellite imagery from the xBD dataset which was used …☆56Oct 3, 2023Updated 2 years ago
- A simple baseline for the 2022 IEEE GRSS Data Fusion Contest (DFC2022)☆32Jan 13, 2022Updated 4 years ago
- Official repository of the ben-ge Earth Observation dataset☆19Dec 22, 2023Updated 2 years ago
- A Large Multimodal Model for Remote Sensing Change Description (IGARSS 2025)☆22Dec 17, 2025Updated 3 months ago
- BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images☆41Nov 15, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 1st place solution for "xView2: Assess Building Damage" challenge.☆76Mar 19, 2021Updated 5 years ago
- 2nd place solution for Xview2 challenge https://xview2.org/☆16Feb 27, 2020Updated 6 years ago
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆15Jan 12, 2024Updated 2 years ago
- ☆76Jul 29, 2024Updated last year
- A toolkit that enables building damage assessments from remotely sensed imagery.☆147Mar 22, 2026Updated 3 weeks ago
- Implementation of an out-of-distribution detection method for geospatial deployments and its related experiments.☆29Jan 8, 2025Updated last year
- The implementation of the paper "Detecting Building Changes with Off-Nadir Aerial Images"☆76Feb 1, 2024Updated 2 years ago
- ☆15Apr 2, 2024Updated 2 years ago
- DAHiTra: UNET Architecture with Hierarchical Transformers for Automated Building Damage Assessment Using Satellite Imagery☆38Jun 14, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Hydro -- A Foundation Model for Water in Satellite Imagery☆59Feb 4, 2025Updated last year
- ☆37Feb 6, 2023Updated 3 years ago
- How High are We? Large-Scale Building Height Estimation Using Sentinel-1 Sar and Sentinel-2 Msi Time Series☆49May 28, 2025Updated 10 months ago
- ☆33Mar 18, 2026Updated 3 weeks ago
- ☆12Jan 7, 2025Updated last year
- 1st place solution for "xView2: Assess Building Damage" challenge.☆104Mar 25, 2023Updated 3 years ago
- The implementations of "Unsupervised Domain Adaptation for Remote Sensing Semantic Segmentation with Transformer"☆32Feb 13, 2023Updated 3 years ago
- ☆16Oct 9, 2024Updated last year
- This repo contains code for detecting poultry barns from high-resolution aerial imagery and an accompanying dataset of predicted barns ov…☆39Oct 11, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Open Source Road Datasets☆18Aug 30, 2024Updated last year
- A CNN Regression Model to Estimate Buildings Height Maps Using Sentinel-1 SAR and Sentinel-2 MSI Time Series (IGARSS 2023)☆38Jan 11, 2024Updated 2 years ago
- Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥☆22Feb 16, 2026Updated 2 months ago
- ☆19Oct 24, 2024Updated last year
- A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loadi…☆55Jun 6, 2025Updated 10 months ago
- Python package for creating cloud-free mosaics from Sentinel-2 imagery, with flexible scene selection, multiple compositing methods, and …☆39Jan 22, 2026Updated 2 months ago
- fine-grained urban green space (UGS) maps of 31 major cities in China☆28May 15, 2023Updated 2 years ago