IBM / terratorch-iterate
A tool for benchmarking and hyper-parameter optimization using TerraTorch. Leverages MLFlow for experiment logging, optuna for hyperparameter optimization and ray for parallelization.
☆12Updated this week
Alternatives and similar repositories for terratorch-iterate:
Users that are interested in terratorch-iterate are comparing it to the libraries listed below
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆23Updated 3 months ago
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆12Updated last year
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18Updated last week
- ☆14Updated last month
- Buteo - Geospatial Analysis Meets AI☆27Updated last month
- This code is for the paper "e-TransUNet: TransUNet provides a strong spatial transformation for precise deforestation mapping" that is pu…☆12Updated 11 months ago
- ☆12Updated 2 weeks ago
- Repo for testing foundation models☆49Updated last year
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆29Updated last week
- Towards a Unified Copernicus Foundation Model for Earth Vision☆55Updated last month
- Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery. Foundation Model for Field Boundary Delineation.☆40Updated 2 weeks ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated last year
- ☆38Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆55Updated last month
- Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥☆19Updated 2 years ago
- ☆10Updated last year
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆65Updated 6 months ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆57Updated last month
- ☆17Updated 6 months ago
- ☆19Updated 4 months ago
- Code and data for Kuro Siwo flood mapping dataset☆60Updated last month
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆74Updated 9 months ago
- The Galileo family of pretrained remote sensing models☆27Updated 2 months ago
- ☆20Updated last week
- ☆12Updated last month
- Official repository of the ben-ge Earth Observation dataset☆18Updated last year
- Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.☆41Updated last month
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆49Updated 4 months ago
- Generalizing satellite image time series classifiers with thermal time☆18Updated 2 years ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆29Updated last year