jerpint / bigearthnet
☆25Updated 2 years ago
Alternatives and similar repositories for bigearthnet
Users that are interested in bigearthnet are comparing it to the libraries listed below
Sorting:
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆86Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆63Updated 2 years ago
- ☆71Updated last year
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆133Updated 3 weeks ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆224Updated last year
- Repo for testing foundation models☆49Updated last year
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆74Updated 10 months ago
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆69Updated 2 years ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆65Updated this week
- Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]☆37Updated 2 years ago
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆82Updated last year
- Make your models invariant to changes in scale.☆140Updated last year
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆187Updated 8 months ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆58Updated last month
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆124Updated 5 months ago
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆30Updated 2 weeks ago
- Code and data for Kuro Siwo flood mapping dataset☆60Updated last month
- ☆52Updated last year
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆39Updated 3 weeks ago
- ☆38Updated last year
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18Updated 2 weeks ago
- ☆83Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆55Updated this week
- ☆45Updated 2 months ago
- ☆106Updated 6 months ago
- This is the repository for "A Segment Anything Model based weaky supervised learning method for crop mapping using Sentinel-2 time series…☆19Updated 7 months ago
- ☆62Updated 9 months ago
- This repo contains codes, scripts, documents, etc, that are deliverables and helpers for the synthetic satellite imagery project from Mic…☆26Updated last year
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆20Updated 11 months ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆169Updated 9 months ago