This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning"
☆83May 12, 2025Updated 11 months ago
Alternatives and similar repositories for MMEarth-data
Users that are interested in MMEarth-data are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆63Jan 6, 2026Updated 3 months ago
- ☆105Jul 23, 2024Updated last year
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆182Jul 16, 2025Updated 8 months ago
- An up-to-date & curated list of awesome layout to image papers, methods & resources.☆13Jun 28, 2024Updated last year
- ☆15Oct 14, 2025Updated 5 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)☆124Sep 30, 2025Updated 6 months ago
- A PyTorch implementation of "GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis"☆112Nov 29, 2024Updated last year
- official code for CVPR 2023 paper 'Change-Aware Sampling and Contrastive Learning for Satellite Images'☆59Apr 4, 2024Updated 2 years ago
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆44Sep 24, 2024Updated last year
- Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models☆18Jun 18, 2025Updated 9 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆181Jun 28, 2025Updated 9 months ago
- Official code repository for ICLR 2024 paper "DiffusionSat: A Generative Foundation Model for Satellite Imagery"☆224Jan 12, 2025Updated last year
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆23Jun 3, 2024Updated last year
- ☆269Mar 27, 2026Updated 2 weeks ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Masked Angle-Aware Autoencoder for Remote Sensing Images (ECCV 2024)☆28Nov 12, 2024Updated last year
- ☆76Nov 1, 2023Updated 2 years ago
- ☆92Oct 24, 2024Updated last year
- Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks.☆25Feb 24, 2026Updated last month
- ☆190Oct 16, 2025Updated 5 months ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆94Mar 21, 2026Updated 3 weeks ago
- ☆30Nov 12, 2024Updated last year
- A Survey on Vision-Language Geo-Foundation Models (VLGFMs)☆177May 24, 2025Updated 10 months ago
- Using StableDiffusion and ControlNet to generate synthetic aerial images☆94Oct 17, 2025Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆181Jul 25, 2024Updated last year
- Buteo - Geospatial Analysis Meets AI☆27Jan 30, 2026Updated 2 months ago
- ThinkGeo is a Comprehensive Benchmark to evaluate Tool-Augmented Agents for Remote Sensing Tasks☆63Apr 2, 2026Updated last week
- REOBench: Benchmarking Robustness of Earth Observation Foundation Models☆24Oct 28, 2025Updated 5 months ago
- ☆32Jul 22, 2025Updated 8 months ago
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆244Aug 10, 2025Updated 8 months ago
- [ISPRS 2026] The P3 Dataset: Pixels, Points and Polygons for Multimodal Building Vectorization☆38Dec 11, 2025Updated 4 months ago
- ☆16Oct 23, 2025Updated 5 months ago
- A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆764Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆151Jan 12, 2026Updated 3 months ago
- Implementation for "Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery"☆17Aug 9, 2022Updated 3 years ago
- The official implement of 《Building-Guided Pseudo-Label Learning for Cross-Modal Building Damage Mapping》☆16Nov 27, 2025Updated 4 months ago
- [arXiv 2024] ChangeAnywhere: Sample generation for remote sensing change detection via semantic latent diffusion model☆30May 27, 2025Updated 10 months ago
- ☆36Jul 1, 2024Updated last year
- ☆22Jan 22, 2025Updated last year
- GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding☆84May 10, 2025Updated 11 months ago