marcelampc / aerial_mtlLinks
PyTorch implementation for multi-task learning with aerial images for the datasets: IEEE Data Fusion Contest 2018 (DFC2018) and ISPRS-Vaihingen.
☆85Updated 5 years ago
Alternatives and similar repositories for aerial_mtl
Users that are interested in aerial_mtl are comparing it to the libraries listed below
Sorting:
- Simplify training, evaluation, prediction in Pytorch☆63Updated 3 years ago
- ☆47Updated 4 years ago
- Simple Baseline for the IEEE GRSS Data Fusion Contest 2020☆67Updated 5 years ago
- source code for the task of semantic change detection (built with mxnet)☆60Updated 3 years ago
- This data set includes Landsat 8 images and their manually extracted pixel-level ground truths for cloud detection.☆159Updated 4 years ago
- Repository for SEN12MS related codes and utilities☆113Updated 10 months ago
- A baseline for the "Multitemporal Semantic Change Detection" track of the 2021 IEEE GRSS Data Fusion Competition.☆41Updated 4 years ago
- The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method☆74Updated 4 years ago
- Building-a-nets: robust building extraction from high-resolution remote sensing images with adversarial networks☆32Updated 6 years ago
- Tools and Dataloader for ISPRS Potsdam and Vaihingen dataset☆31Updated 5 years ago
- Aerial Imagery dataset for Shadow Detection☆27Updated 3 years ago
- Geoseg - A Computer Vision Package for Automatic Building Segmentation and Outline extraction☆109Updated 3 years ago
- Regularization of Building Boundaries using Adversarial and Regularized losses☆138Updated last year
- Official code for "Learning to Extract Building Footprints from Off-Nadir Aerial Images"☆97Updated 11 months ago
- Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery☆96Updated last year
- ☆31Updated last year
- Urban change model designed to identify changes across 2 timestamps☆61Updated last year
- The project aims to contribute to geoscience community☆68Updated 5 years ago
- A semantic segmentation CNN for cloud detection☆104Updated 4 years ago
- a tool to convert .shp file (ArcGIS format) to .json file (COCO datasets).☆58Updated 6 years ago
- A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery☆67Updated last year
- Aligning and Updating Cadaster Maps with Remote Sensing Images☆75Updated 4 years ago
- Master thesis project at ETH Zurich☆37Updated 5 years ago
- A huge dataset for binary segmentation of clouds in satellite images☆48Updated 4 years ago
- The network is to identify the outline of water-bodies accurately from very high resolution (VHR) remote sensing imagery, particularly fo…☆27Updated 2 years ago
- Awesome Deep Learning of Remote Sensing☆77Updated 3 years ago
- ☆57Updated 4 years ago
- ☆32Updated 5 years ago
- 1st place solution for "xView2: Assess Building Damage" challenge.☆72Updated 4 years ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆76Updated 10 months ago