allenai / rslearn

Related projects ⓘ

Alternatives and complementary repositories for rslearn

• isaaccorley / resize-is-all-you-need
  The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"
  ☆17Updated 3 months ago
• ServiceNow / geo-bench
  GEO-Bench: Toward Foundation Models for Earth Monitoring
  ☆90Updated 2 weeks ago
• mmendiet / GFM
  ☆65Updated last year
• bair-climate-initiative / xT
  ☆55Updated 8 months ago
• bair-climate-initiative / scale-mae
  Make your models invariant to changes in scale.
  ☆125Updated 9 months ago
• ndavid / EOTorchLoader
  Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery
  ☆15Updated 2 years ago
• vishalned / MMEarth-data
  This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…
  ☆51Updated 2 weeks ago
• IBM / remote-sensing-image-retrieval
  Multi-Spectral Remote Sensing Image Retrieval using Geospatial Foundation Models
  ☆36Updated 4 months ago
• aspiaspace / earthPT
  A time series foundation model for Earth Observation
  ☆60Updated 8 months ago
• sustainlab-group / SatMAE
  Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"
  ☆168Updated 2 months ago
• stanfordmlgroup / USat
  ☆35Updated 9 months ago
• microsoft / building-damage-assessment
  A toolkit that enables building damage assessments from remotely sensed imagery.
  ☆16Updated 2 weeks ago
• uzkent / WikiSatNet
  PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]
  ☆12Updated 4 years ago
• descarteslabs / contrastive_sensor_fusion
  Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".
  ☆28Updated last year
• vishalned / MMEarth-train
  This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…
  ☆44Updated last week
• nasaharvest / timl
  Task-Informed Meta-Learning
  ☆16Updated last year
• biasvariancelabs / aitlas-arena
  An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…
  ☆78Updated 7 months ago
• HAAClassic / TreeFormer
  ☆41Updated last year
• IGNF / FLAIR-1
  Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)
  ☆44Updated 2 months ago
• sustainlab-group / geography-aware-ssl
  Official Repository for ICCV 2021 Paper Titled as "Geography-Aware Self-Supervised Learning"
  ☆39Updated last year
• zhu-xlab / DOFA
  Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
  ☆98Updated 2 months ago
• TotalVariation / Exchanger4SITS
  The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".
  ☆34Updated last year
• Earth-Intelligence-Lab / uncertainty-quantification
  ☆11Updated 2 months ago
• mvrl / TaxaBind
  WACV 2025 - TaxaBind: Multimodal Ecological Model
  ☆13Updated 2 weeks ago
• mvrl / rshf
  Remote sensing pretrained models easy loading using huggingface -- PyTorch
  ☆22Updated this week
• techmn / satmae_pp
  Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)
  ☆88Updated 7 months ago
• spaceml-org / FireCLR-Wildfires
  Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥
  ☆19Updated last year
• SpaceNetChallenge / SpaceNet7_Multi-Temporal_Solutions
  ☆54Updated 3 years ago
• radiantearth / model_ecaas_agrifieldnet_gold
  AgriFieldNet Model for Crop Detection from Satellite Imagery
  ☆19Updated last year
• feevos / tfcl
  Official repository for PTAViT3D and PTAViT3DCA models for field boundaries detection using S2 and/or S1 imagery.
  ☆33Updated 2 months ago