r-wenger / land-use-land-cover-datasetsLinks
List of datasets and codes for remote sensing LULC applications.
☆48Updated last year
Alternatives and similar repositories for land-use-land-cover-datasets
Users that are interested in land-use-land-cover-datasets are comparing it to the libraries listed below
Sorting:
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆101Updated 10 months ago
- A deep learning model for surface water mapping based on satellite optical image.☆112Updated 4 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆92Updated last year
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆172Updated last year
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆46Updated last year
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- ☆72Updated last year
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆79Updated 3 years ago
- ☆124Updated 10 months ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆66Updated 2 years ago
- Open source remote sensing dataset with benchmarks☆205Updated last year
- ☆57Updated last year
- Repo for testing foundation models☆56Updated last year
- Land Cover Change Detection using Satellite Image Segmentation.☆50Updated 8 months ago
- Code for running baseline models/experiments with the Fields of The World dataset☆95Updated last week
- Automatically create machine learning datasets from satellite images☆42Updated 3 years ago
- GeoPatch is a package for generating patches from remote sensing data☆54Updated last month
- End-to-end workflow for generating high resolution cropland maps☆109Updated 3 weeks ago
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆99Updated 4 years ago
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- Satellite cloud removal with Deep Image Prior.☆68Updated last year
- ☆35Updated 2 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆160Updated 2 years ago
- ☆44Updated 2 years ago
- ☆189Updated 2 years ago
- Deep learning system; Docker image access; Pypi package; GEE access; image segmentation; density estimation; dataset open; pre-trained mo…☆103Updated 6 months ago
- A comprehensive benchmark for real-world Sentinel-2 imagery super-resolution☆37Updated 5 months ago
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆40Updated 11 months ago
- ☆52Updated last year