jerpint / bigearthnet
☆24Updated 2 years ago
Alternatives and similar repositories for bigearthnet:
Users that are interested in bigearthnet are comparing it to the libraries listed below
- ☆67Updated last year
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆101Updated last month
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆82Updated last year
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆69Updated 6 months ago
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆67Updated 2 years ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆57Updated 2 months ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆61Updated 2 years ago
- Repo for testing foundation models☆44Updated last year
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18Updated 5 months ago
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆174Updated 4 months ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆47Updated 2 months ago
- Make your models invariant to changes in scale.☆129Updated 11 months ago
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆80Updated 9 months ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆202Updated 8 months ago
- ☆76Updated 8 months ago
- ☆36Updated 10 months ago
- Official Repository for ICCV 2021 Paper Titled as "Geography-Aware Self-Supervised Learning"☆39Updated 2 years ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆48Updated last month
- ☆49Updated 3 years ago
- Multi-Spectral Remote Sensing Image Retrieval using Geospatial Foundation Models☆43Updated 6 months ago
- Contrastive self supervised learning for ship detection in Sentinel 2 images☆26Updated last year
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆167Updated 5 months ago
- Code and data for Kuro Siwo flood mapping dataset☆52Updated 2 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆107Updated last month
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆63Updated last year
- Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)☆20Updated last year
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆24Updated 3 weeks ago
- ☆86Updated 2 months ago
- ☆29Updated 2 years ago
- Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)☆91Updated 9 months ago