EarthNets / RSI-ClassificationLinks
Image/Scene Classification for RemoteSensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf
☆15Updated 3 years ago
Alternatives and similar repositories for RSI-Classification
Users that are interested in RSI-Classification are comparing it to the libraries listed below
Sorting:
- ☆58Updated 2 years ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆63Updated last month
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆44Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆71Updated 3 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Updated 3 years ago
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- ☆12Updated last month
- Code and data for Kuro Siwo flood mapping dataset☆72Updated 4 months ago
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆49Updated 9 months ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆109Updated last year
- Repo for testing foundation models☆56Updated 2 years ago
- ☆54Updated 10 months ago
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆95Updated 7 months ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- ☆36Updated 2 years ago
- ☆44Updated 7 months ago
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 11 months ago
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆89Updated last year
- CD algorithms available in cloudSEN12☆21Updated 3 years ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆72Updated 2 years ago
- ☆40Updated last year
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆37Updated 5 months ago
- Code for running baseline models/experiments with the Fields of The World dataset☆116Updated last week
- Hydro -- A Foundation Model for Water in Satellite Imagery☆58Updated last year
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆171Updated 7 months ago
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆22Updated last year
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- ☆60Updated last year
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆55Updated 3 months ago
- Satellite cloud removal with Deep Image Prior.☆69Updated last year