microsoft / geospatial-ood-detectionLinks
Implementation of an out-of-distribution detection method for geospatial deployments and its related experiments.
☆23Updated 6 months ago
Alternatives and similar repositories for geospatial-ood-detection
Users that are interested in geospatial-ood-detection are comparing it to the libraries listed below
Sorting:
- Intended for an AMLD 2024 workshop.☆22Updated last year
- Adding language to Clay☆14Updated last year
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 5 months ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆29Updated last year
- Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing…☆32Updated last month
- ☆57Updated last year
- Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"☆27Updated 2 years ago
- This repository contains the classification module of the WorldCereal system.☆54Updated this week
- Contains the code for the paper "MapInWild: A Remote Sensing Dataset to Answer the Question What Makes Nature Wild"☆12Updated 2 years ago
- A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loadi…☆43Updated last month
- Conformal prediction for Google Earth Engine☆19Updated 11 months ago
- Dynamically create image chips from STAC items☆35Updated last week
- Sentinel-2 Cloud and Shadow Detection using Machine Learning☆16Updated 5 years ago
- This repository cointains the source code of the 'pyrsgis' Python package.☆35Updated this week
- Library for smoothing satellite signals☆23Updated last year
- Tutorial describing how to run SAM2 on a geotiff-file and export the resulting masks to a georeferenced geopackage vector file☆19Updated 6 months ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆54Updated last year
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆47Updated this week
- Official repository of the ben-ge Earth Observation dataset☆18Updated last year
- Patch-wise Land Cover Classification using Sentinel-2 Satellite and Deep Learning☆9Updated 2 years ago
- Annual and in-season crop mapping in Kenya☆23Updated 4 years ago
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆23Updated last year
- ☆61Updated this week
- This a repository with the winners' code from the BioMassters challenge☆42Updated last year
- Earth observation framework for scaled-up processing in Python☆45Updated 3 months ago
- A python package for use cloudsen12 dataset☆22Updated 5 months ago
- ☆25Updated 4 months ago
- Code to reproduce the experiments of ICML2024-paper: Estimating Canopy Height at Scale☆31Updated last month
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- ☆12Updated 2 weeks ago