Alternatives and similar repositories for bigearthnet

Users that are interested in bigearthnet are comparing it to the libraries listed below

• Orion-AI-Lab / EfficientBigEarthNet
  Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification
  ☆70Updated 3 years ago
• bair-climate-initiative / scale-mae
  Make your models invariant to changes in scale.
  ☆157Updated last year
• zhu-xlab / SSL4EO-S12
  SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
  ☆277Updated last year
• sustainlab-group / SatMAE
  Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"
  ☆226Updated 5 months ago
• vishalned / MMEarth-data
  This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…
  ☆81Updated 8 months ago
• ServiceNow / geo-bench
  GEO-Bench: Toward Foundation Models for Earth Monitoring
  ☆170Updated 6 months ago
• IGNF / FLAIR-2
  Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)
  ☆89Updated 5 months ago
• HSG-AIML / SSLTransformerRS
  Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …
  ☆91Updated 2 years ago
• mmendiet / GFM
  ☆76Updated 2 years ago
• ServiceNow / seasonal-contrast
  seasonal-contrast is a ServiceNow Research project that was started at Element AI.
  ☆178Updated last year
• biasvariancelabs / aitlas-arena
  An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…
  ☆88Updated last year
• ESA-PhiLab / phileo-bench
  Repo for testing foundation models
  ☆55Updated 2 years ago
• IGNF / FLAIR-1
  Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)
  ☆68Updated 4 months ago
• antofuller / CROMA
  Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)
  ☆43Updated 2 years ago
• antofuller / SatViT
  Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!
  ☆72Updated 3 years ago
• terrastackai / iterate
  A tool for benchmarking and hyper-parameter optimization using TerraTorch. Leverages MLFlow for experiment logging, optuna for hyperparam…
  ☆23Updated last month
• allenai / satlaspretrain_models
  ☆132Updated last year
• bao18 / open_earth_map
  Quick start in OpenEarthMap
  ☆75Updated 2 years ago
• zhu-xlab / DOFA
  Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
  ☆166Updated 6 months ago
• AABNassim / spectral_earth
  ☆27Updated 4 months ago
• Orion-AI-Lab / FLOGA
  ☆16Updated 10 months ago
• vishalned / MMEarth-train
  This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…
  ☆63Updated 2 weeks ago
• boranhan / Geospatial_Foundation_Models
  ☆57Updated last year
• stanfordmlgroup / USat
  ☆40Updated last year
• isaaccorley / resize-is-all-you-need
  The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"
  ☆19Updated 8 months ago
• Orion-AI-Lab / KuroSiwo
  Code and data for Kuro Siwo flood mapping dataset
  ☆71Updated 3 months ago
• VSainteuf / utae-paps
  PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.
  ☆188Updated last year
• aysim / dynnet
  Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]
  ☆42Updated 3 years ago
• mvrl / rshf
  Remote sensing pretrained models easy loading using huggingface -- PyTorch
  ☆37Updated 4 months ago
• BinaLab / FloodNet-Supervised_v1.0
  ☆89Updated last year