Panopticon-FM / panopticonView external linksLinks
Official code of the paper "Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation"
☆41Oct 3, 2025Updated 4 months ago
Alternatives and similar repositories for panopticon
Users that are interested in panopticon are comparing it to the libraries listed below
Sorting:
- Towards a Unified Copernicus Foundation Model for Earth Vision☆126Oct 2, 2025Updated 4 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆171Jun 28, 2025Updated 7 months ago
- Restor's ML pipeline for tree crown mapping in aerial images☆39May 8, 2025Updated 9 months ago
- Easy fine-tuning of Geo foundation models☆27Feb 18, 2025Updated 11 months ago
- Python implementation of Crop Growth Monitoring System as implemented by the EU MARS project.☆12Feb 23, 2020Updated 5 years ago
- ☆17Jan 30, 2026Updated 2 weeks ago
- Repository to run YATSM time series models on many Landsat scenes and perform area calculations☆14Dec 27, 2019Updated 6 years ago
- EarthView dataset☆18Jan 28, 2025Updated last year
- ☆17Jun 8, 2020Updated 5 years ago
- ☆22Jan 9, 2023Updated 3 years ago
- resources as addition to the updated version of the SSL4EO-S12 dataset, cf. https://arxiv.org/abs/2503.00168☆22Mar 21, 2025Updated 10 months ago
- An R package for NASA’s GEDI Level 4A data download, processing and visualization.☆25Apr 3, 2023Updated 2 years ago
- Estimate cyanobacteria density based on Sentinel-2 satellite imagery☆27Jan 16, 2026Updated 3 weeks ago
- DOFA-CLIP: Multimodal Vision–Language Foundation Models for Earth Observation☆36Jul 30, 2025Updated 6 months ago
- A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆718Feb 4, 2026Updated last week
- Make your models invariant to changes in scale.☆159Feb 17, 2024Updated last year
- Repository for CEOS Analysis Ready Data (CEOS-ARD), including Product Family Specifications (PFSs)☆34Feb 5, 2026Updated last week
- PyKGML is a Python library to facilitate the development of knowledge-guided machine learning (KGML) models in agriculture and forestry☆17Oct 18, 2025Updated 3 months ago
- Qingdao UAV-borne HSI (QUH) dataset for precise land cover classification.☆28Sep 26, 2023Updated 2 years ago
- Geo-spatial imagery database designed as a serverless service to serve processing pipelines of satellite images at large scale.☆27Nov 19, 2025Updated 2 months ago
- Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"☆27Jul 16, 2023Updated 2 years ago
- Near Real Time monitoring of satellite image time-series☆76Jul 21, 2025Updated 6 months ago
- Production of soil data predictions using scikit-map☆60Nov 27, 2025Updated 2 months ago
- Lecture notes and various items for a course on space-time analytics☆29Nov 28, 2016Updated 9 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆39Apr 2, 2025Updated 10 months ago
- ☆1,705Aug 6, 2025Updated 6 months ago
- My computational biology course as it evolves in real time☆14Aug 31, 2021Updated 4 years ago
- LTER Metacommunity Synthesis Working Group☆10May 9, 2023Updated 2 years ago
- cleanRfield: This package is a compilation of functions to clean and filter observations from yield monitors or other agricultural spatia…☆41Aug 4, 2023Updated 2 years ago
- ☆12Oct 7, 2020Updated 5 years ago
- R Client Library for SpatioTemporal Asset Catalog☆77Dec 24, 2025Updated last month
- A Python library to fetch the global gridded soil information from SoilGrids (https://www.isric.org/explore/soilgrids)☆38Feb 4, 2026Updated last week
- TALLO database☆37Oct 24, 2022Updated 3 years ago
- Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data☆39May 31, 2022Updated 3 years ago
- Material for a tutorial on Bayesian analysis of survey data☆12Dec 30, 2025Updated last month
- Canopy Height Estimation at very High Resolution☆48Dec 9, 2025Updated 2 months ago
- This module includes functions that can be used to simulate mechanochemical phenomena.☆11Nov 16, 2021Updated 4 years ago
- https://taddallas.github.io/LabNotebook☆10Jul 6, 2023Updated 2 years ago
- Mapping the extent, management and condition of the world’s grasslands☆56Nov 28, 2025Updated 2 months ago