Alternatives and similar repositories for M3LEO

Users that are interested in M3LEO are comparing it to the libraries listed below

• stanfordmlgroup / USat
  ☆40Updated last year
• prs-eth / ukraine-damage-mapping-tool
  An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series
  ☆31Updated 7 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…
  ☆62Updated 4 months ago
• LauraChow77 / GlobalUrbanMapper
  ☆27Updated 6 months ago
• vishalned / MMEarth-data
  This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…
  ☆80Updated 5 months ago
• zhu-xlab / Copernicus-FM
  Towards a Unified Copernicus Foundation Model for Earth Vision
  ☆105Updated last month
• IGNF / FLAIR-2
  Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)
  ☆84Updated 3 months ago
• DLR-MF-DAS / SSL4EO-S12-v1.1
  resources as addition to the updated version of the SSL4EO-S12 dataset, cf. https://arxiv.org/abs/2503.00168
  ☆22Updated 7 months ago
• jakhac / CSMAE
  Cross-Sensor Masked Autoencoder for Content Based Image Retrieval in Remote Sensing
  ☆27Updated 10 months ago
• MIT-AI-Accelerator / multiearth-challenge
  Repository for the MultiEarth 2023 public challenge.
  ☆32Updated 2 years ago
• JonathanPrexl / SenPa-MAE
  Sensor Parameter Encoding for Multi-Spectral Earth Observation Data
  ☆24Updated 8 months ago
• isaaccorley / landsatbench
  Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models
  ☆16Updated 4 months ago
• boranhan / Geospatial_Foundation_Models
  ☆56Updated last year
• bair-climate-initiative / scale-mae
  Make your models invariant to changes in scale.
  ☆157Updated last year
• QuantuMobileSoftware / forest_change_detection
  ☆34Updated last year
• PaulBorneP / Xview2_Strong_Baseline
  This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …
  ☆25Updated 2 years ago
• antofuller / SatViT
  Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!
  ☆72Updated 2 years ago
• gritzner / SegForestNet
  Reference implementation of SegForestNet
  ☆20Updated 2 months ago
• mmendiet / GFM
  ☆74Updated 2 years ago
• zhu-xlab / softcon
  Multi-label guided soft contrastive learning for efficient Earth observation pretraining
  ☆22Updated last year
• Tamer-Saleh / S1GFlood-Detection
  ☆40Updated 4 months ago
• sizhuoli / greenhouse_classification
  Deep learning framework; image classification; Nature Food publication
  ☆11Updated 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 6 months ago
• sustainlab-group / geography-aware-ssl
  Official Repository for ICCV 2021 Paper Titled as "Geography-Aware Self-Supervised Learning"
  ☆45Updated 2 years ago
• bao18 / open_earth_map
  Quick start in OpenEarthMap
  ☆72Updated 2 years ago
• zhu-xlab / ChatEarthNet
  ☆41Updated last year
• aysim / dynnet
  Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]
  ☆41Updated 3 years ago
• zhu-xlab / DINO-MM
  Self-supervised vision transformers for joint SAR-optical representation learning
  ☆31Updated 2 years ago
• 91097luke / phileo-bench
  Repo for testing foundation models
  ☆12Updated last year
• mvrl / rshf
  Remote sensing pretrained models easy loading using huggingface -- PyTorch
  ☆36Updated 2 months ago