Official repo for "Foundation Models for Remote Sensing and Earth Observation: A Survey"
☆51Nov 25, 2024Updated last year
Alternatives and similar repositories for awesome-RSFMs
Users that are interested in awesome-RSFMs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMNLP 2025 Main] The official repo of MMLU-ProX benchmark.☆29Aug 26, 2025Updated 11 months ago
- [TPAMI2024] Learning to Holistically Detect Bridges from Large-Size VHR Remote Sensing Imagery☆15Mar 18, 2025Updated last year
- ☆73Jun 11, 2026Updated 2 months ago
- ☆16Dec 15, 2025Updated 8 months ago
- This is official Pytorch implementation of "Decouple and Weight Semi-supervised Semantic Segmentation of Remote Sensing Images, " ISPRS, …☆11May 16, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [NeurIPS 2025] The official repo of "DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding".☆31Feb 7, 2026Updated 6 months ago
- Code and updates for the ScoreRS project.☆44Sep 19, 2025Updated 10 months ago
- [AAAI 2024] EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering☆155Jan 26, 2026Updated 6 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆68Aug 30, 2025Updated 11 months ago
- Vision-Language Dataset for Remote Sensing☆42May 27, 2025Updated last year
- ☆26Apr 1, 2023Updated 3 years ago
- The official implementation of "Segment Anything with Multiple Modalities".☆116Sep 1, 2024Updated last year
- Official code for TEOChat, the first vision-language assistant for temporal earth observation data (ICLR 2025).☆150Dec 1, 2025Updated 8 months ago
- Awesome-Remote-Sensing-Vision-Language-Models☆195Apr 27, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [ESSD 2025 & IEEE DFC 2025 & CVPRW 2026] Bright: A globally distributed multimodal VHR dataset for all-weather disaster response☆249Jul 21, 2026Updated 3 weeks ago
- Code Repo for Earth Observation for Disaster Mapping: Benchmarks, Methods, Challenges and Future Perspectives☆67May 15, 2026Updated 3 months ago
- The pytorch implementation for "SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector"☆54Dec 19, 2024Updated last year
- [IEEE TGRS 2024] Learning Land-Cover Changes from Satellite and Map Data via Object-Guided Transformer☆60Nov 4, 2024Updated last year
- [ECCV 2024 Oral] The official implementation of "CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model".☆138Sep 1, 2024Updated last year
- ☆98Oct 24, 2024Updated last year
- EarthVL: A Progressive Earth Vision-Language Understanding and Generation Framework☆43Jan 22, 2026Updated 6 months ago
- 2nd Place in the OpenEarthMap Land Cover Mapping Few-Shot Challenge☆18Apr 22, 2024Updated 2 years ago
- [ICML 2026] Text Before Vision: Staged Knowledge Injection Matters for Agentic RLVR in Ultra-High-Resolution Remote Sensing Understanding☆23Mar 13, 2026Updated 5 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- official code for CVPR 2023 paper 'Change-Aware Sampling and Contrastive Learning for Satellite Images'☆59Apr 4, 2024Updated 2 years ago
- ☆23May 28, 2025Updated last year
- ☆73Jan 23, 2025Updated last year
- [ISPRS J P&RS 2023] Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange☆43Jan 5, 2024Updated 2 years ago
- ☆32Jun 10, 2026Updated 2 months ago
- [ISPRS 2024] LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network☆33Dec 1, 2024Updated last year
- Papers related to remote sensing in CVPR 2024☆251Jun 24, 2024Updated 2 years ago
- Dynamic, high-resolution poverty measurement in data-scarce environments☆11Dec 8, 2024Updated last year
- The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"☆386Aug 5, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- EarthMiss: A multimodal (Optical/SAR) land-cover dataset across 13 global cities + MetaRS code for missing-modality mapping.☆19Nov 26, 2025Updated 8 months ago
- This is the pytorch implement of the paper "RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models"☆79Jul 23, 2025Updated last year
- [TIP] Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting☆18Dec 15, 2025Updated 8 months ago
- GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding☆93May 10, 2025Updated last year
- DOFA-CLIP: Multimodal Vision–Language Foundation Models for Earth Observation☆42Jul 30, 2025Updated last year
- Code for TGRS 2022 paper "Fine-scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transform…☆13Apr 10, 2025Updated last year
- Hyperspectral Imagery One Class Classification （ISPRS 2022 & TGRS 2023）☆13Jan 28, 2026Updated 6 months ago