ethanweber / xview2
Code for xView2 challenge (https://xview2.org/) submission. 2nd place submission in Track 3: "Evaluation Only". Ranked ranked 40th on leaderboard before unverified code was removed. Paper at https://arxiv.org/pdf/2004.05525.pdf. Presentation at https://slideslive.com/38926353/building-disaster-damage-assessment-in-satelite-imagery-with-multitemp…
☆70Updated 4 years ago
Alternatives and similar repositories for xview2:
Users that are interested in xview2 are comparing it to the libraries listed below
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆152Updated 5 months ago
- ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)☆78Updated 3 years ago
- Repository for SEN12MS related codes and utilities☆101Updated 5 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆82Updated last year
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆35Updated last year
- official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published …☆84Updated 2 years ago
- 1st place solution for "xView2: Assess Building Damage" challenge.☆67Updated 3 years ago
- a tool to convert .shp file (ArcGIS format) to .json file (COCO datasets).☆56Updated 5 years ago
- Data description and baseline code for LandSlide4Sense 2022 competition☆92Updated last year
- ☆78Updated last year
- STT official Implement of the Paper "Building Extraction from Remote Sensing Images with Sparse Token Transformers"☆65Updated 10 months ago
- The network is to identify the outline of water-bodies accurately from very high resolution (VHR) remote sensing imagery, particularly fo…☆25Updated 2 years ago
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆22Updated 2 years ago
- ☆76Updated 8 months ago
- Image segmentation models for building localization and damage assessment based on satellite imagery from the xBD dataset which was used …☆35Updated last year
- Earth Vision Foundation☆69Updated 2 months ago
- ☆44Updated last year
- Deep Change Vector Analysis☆53Updated 2 months ago
- Active fire detection and segmentation with CNN☆105Updated 5 months ago
- 1st place solution for "xView2: Assess Building Damage" challenge.☆85Updated last year
- A new change detection dataset in "A Deeply-supervised Attention Metric-based Network and an Open Aerial Image Dataset for Remote Sensing…☆52Updated 2 years ago
- ☆39Updated 3 years ago
- The implementation of the paper "Detecting Building Changes with Off-Nadir Aerial Images"☆65Updated 11 months ago
- [ICDM 2023] Code implementation of "Learning Efficient Unsupervised Satellite Image-based Building Damage Detection"☆25Updated 10 months ago
- ☆42Updated 4 years ago
- Building Extraction from remote sensing image using Vision Transformer, IEEE Transactions on Geoscience and Remote Sensing, 2022☆75Updated last year
- ☆49Updated 3 years ago
- Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images.☆87Updated last year
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆60Updated last year
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆167Updated 5 months ago