IBM / peft-geofmLinks
Parameter-Efficient Fine-Tuning for Geospatial Foundation Models
☆15Updated 3 months ago
Alternatives and similar repositories for peft-geofm
Users that are interested in peft-geofm are comparing it to the libraries listed below
Sorting:
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆30Updated last year
- ☆57Updated last year
- Starter notebook for AI4EO #MapYourCity challenge☆13Updated last year
- This repository contains the classification module of the WorldCereal system.☆56Updated last week
- Repo for testing foundation models☆56Updated last year
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 6 months ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 6 months ago
- Code for running baseline models/experiments with the Fields of The World dataset☆94Updated last week
- A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loadi…☆46Updated 2 months ago
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆48Updated last month
- ☆71Updated last week
- Teleconnection-driven vision transformers for improved long-term forecasting☆31Updated last year
- A Python package for Earth forecasting transformer☆86Updated last year
- UperFuse code for the FLAIR-HUB dataset☆27Updated 3 weeks ago
- Code and data for Kuro Siwo flood mapping dataset☆65Updated 4 months ago
- This a repository with the winners' code from the BioMassters challenge☆41Updated last year
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆54Updated last year
- An LSTM to generate a crop mask for Togo☆31Updated 4 years ago
- ☆13Updated last week
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆21Updated last year
- Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition☆52Updated last year
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆19Updated last year
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆46Updated last year
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆39Updated 11 months ago
- Models for the EarthNet2021 challenge.☆46Updated 11 months ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆32Updated 3 years ago
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆35Updated last month
- Tutorial describing how to run SAM2 on a geotiff-file and export the resulting masks to a georeferenced geopackage vector file☆20Updated 7 months ago
- ☆28Updated last year
- A Python package to super-resolve Sentinel-2 satellite imagery up to 2.5 meters.☆46Updated 2 months ago