terrastackai / iterateLinks
A tool for benchmarking and hyper-parameter optimization using TerraTorch. Leverages MLFlow for experiment logging, optuna for hyperparameter optimization and ray for parallelization.
☆21Updated 2 weeks ago
Alternatives and similar repositories for iterate
Users that are interested in iterate are comparing it to the libraries listed below
Sorting:
- Repo for testing foundation models☆55Updated last year
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 9 months ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆65Updated 2 months ago
- ☆47Updated 2 years ago
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆14Updated 2 years ago
- Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.☆54Updated 7 months ago
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆159Updated 4 months ago
- ☆132Updated last year
- Towards a Unified Copernicus Foundation Model for Earth Vision☆111Updated last month
- Expandable Datasets for Earth Observation☆205Updated this week
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆148Updated 9 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆157Updated 4 months ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19Updated 6 months ago
- The Galileo family of pretrained remote sensing models☆158Updated last month
- A time series foundation model for Earth Observation☆69Updated last year
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆80Updated 6 months ago
- Buteo - Geospatial Analysis Meets AI☆27Updated 7 months ago
- ☆60Updated last year
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆55Updated 2 years ago
- A tool for developing remote sensing datasets and models.☆57Updated this week
- Parameter-Efficient Fine-Tuning for Geospatial Foundation Models☆16Updated 2 months ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆62Updated 4 months ago
- Code and data for Kuro Siwo flood mapping dataset☆72Updated last month
- ☆16Updated 8 months ago
- A PyTorch-based tool to generate clouds for satellite images.☆138Updated last year
- ☆22Updated 10 months ago
- ☆75Updated 2 years ago
- ☆177Updated last month
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆85Updated 3 months ago
- Task-Informed Meta-Learning☆19Updated 2 years ago