IBM / peft-geofmLinks
Parameter-Efficient Fine-Tuning for Geospatial Foundation Models
☆16Updated 2 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:
- ☆60Updated last year
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- Repo for testing foundation models☆55Updated last year
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 10 months ago
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 10 months ago
- Starter notebook for AI4EO #MapYourCity challenge☆13Updated 2 months ago
- A Python package for Earth forecasting transformer☆90Updated last year
- Code and data for Kuro Siwo flood mapping dataset☆72Updated 2 months ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆33Updated 2 years ago
- A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loadi…☆52Updated 6 months ago
- ☆15Updated 5 months ago
- This repository contains the classification module of the WorldCereal system.☆78Updated this week
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆22Updated last year
- Code for running baseline models/experiments with the Fields of The World dataset☆111Updated last week
- Models for the EarthNet2021 challenge.☆45Updated 3 months ago
- This a repository with the winners' code from the BioMassters challenge☆46Updated 2 years ago
- STURM-Flood dataset repository☆14Updated 7 months ago
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆59Updated 10 months ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- Earth observation framework for scaled-up processing in Python☆45Updated 2 months ago
- OmniCloudMask is a Python library for fast, accurate cloud and cloud shadow segmentation in satellite imagery.☆108Updated last month
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆59Updated last month
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆36Updated 3 months ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆33Updated 3 years ago
- Deep Learning Models for Wildfire Danger Forecasting☆77Updated 3 years ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19Updated 7 months ago
- Code to reproduce the experiments of ICML2024-paper: Estimating Canopy Height at Scale☆31Updated 3 weeks ago
- ☆28Updated 7 months ago
- ☆32Updated 11 months ago
- ☆165Updated 3 years ago