IBM / terratorch-iterateLinks
A tool for benchmarking and hyper-parameter optimization using TerraTorch. Leverages MLFlow for experiment logging, optuna for hyperparameter optimization and ray for parallelization.
☆16Updated this week
Alternatives and similar repositories for terratorch-iterate
Users that are interested in terratorch-iterate are comparing it to the libraries listed below
Sorting:
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆12Updated 2 years ago
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 5 months ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19Updated 2 months ago
- ☆12Updated 2 weeks ago
- ☆15Updated 4 months ago
- ☆44Updated last year
- Repo for testing foundation models☆53Updated last year
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- ☆22Updated 2 months ago
- ☆20Updated 6 months ago
- [ISPRS Journal of Photogrammetry and Remote Sensing] Detecting Marine Pollutants and Sea Surface Features with Deep Learning in Sentinel-…☆40Updated last year
- The Segmentation Tool is a graphical user interface (GUI) tool developed using PyQt5 and based on the Facebook Segment Anything Model. It…☆16Updated 2 years ago
- Run Vision(-language) models for earth observations at fingertips☆25Updated 3 weeks ago
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …☆25Updated last year
- TerraFM is a scalable foundation model for unified multisensor Earth observation, trained on 18.7M Sentinel-1/2 tiles and achieving state…☆19Updated last month
- Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥☆19Updated 2 years ago
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆21Updated last year
- AgriFieldNet Model for Crop Detection from Satellite Imagery☆19Updated 2 years ago
- Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery. Foundation Model for Field Boundary Delineation.☆63Updated 2 months ago
- This code is for the paper "e-TransUNet: TransUNet provides a strong spatial transformation for precise deforestation mapping" that is pu…☆13Updated last year
- ☆10Updated last year
- Contains the code for the paper "MapInWild: A Remote Sensing Dataset to Answer the Question What Makes Nature Wild"☆12Updated 2 years ago
- ☆12Updated last week
- Buteo - Geospatial Analysis Meets AI☆27Updated 3 months ago
- Towards a Unified Copernicus Foundation Model for Earth Vision☆64Updated 3 weeks ago
- Repository for the MultiEarth 2023 public challenge.☆31Updated 2 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆54Updated last year
- The Galileo family of pretrained remote sensing models☆39Updated last month
- Models for the EarthNet2021 challenge.☆46Updated 10 months ago
- A geospatial model for Above Ground Biomass☆26Updated 9 months ago