☆39Feb 6, 2023Updated 3 years ago
Alternatives and similar repositories for elects
Users that are interested in elects are comparing it to the libraries listed below
Sorting:
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆67Oct 23, 2023Updated 2 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆34May 10, 2022Updated 3 years ago
- Reconstructing seamless harmonized Landsat Sentinel-2 (HLS) time series using self-supervised learning☆15Nov 11, 2025Updated 3 months ago
- ☆38Apr 1, 2024Updated last year
- ☆13Feb 8, 2022Updated 4 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆109Nov 19, 2021Updated 4 years ago
- Generalizing satellite image time series classifiers with thermal time☆18Jun 14, 2022Updated 3 years ago
- (IGARSS 2025) Prototype-based method for agricultural image time series classification.☆44Sep 5, 2024Updated last year
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆22Mar 25, 2021Updated 4 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆216May 11, 2022Updated 3 years ago
- ☆30Mar 17, 2024Updated last year
- ☆267Aug 20, 2024Updated last year
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆167Jul 25, 2024Updated last year
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆110Nov 6, 2024Updated last year
- ☆59Apr 18, 2023Updated 2 years ago
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆214Jan 15, 2022Updated 4 years ago
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆44Jun 29, 2025Updated 8 months ago
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆20Jun 17, 2021Updated 4 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆92Nov 21, 2022Updated 3 years ago
- Open source remote sensing dataset with benchmarks☆225Apr 30, 2024Updated last year
- ☆36Apr 12, 2023Updated 2 years ago
- Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"☆21Jul 14, 2025Updated 7 months ago
- Deep learning models for remote sensing applications☆201Feb 29, 2024Updated 2 years ago
- [TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations☆25Mar 30, 2022Updated 3 years ago
- ☆11Feb 29, 2024Updated 2 years ago
- Hyperspectral Imagery One Class Classification （ISPRS 2022 & TGRS 2023）☆13Jan 28, 2026Updated last month
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆68Mar 25, 2021Updated 4 years ago
- ISPRS: Using a semantic edge-aware multi-task neural network to delineate agricultural parcels from remote sensing images☆88Feb 27, 2025Updated last year
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆195Aug 20, 2024Updated last year
- A scalable implimentation of HANTS for time sereis reconstruction in remote sensing on Google Earth Engine platform☆50Sep 25, 2024Updated last year
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆261Oct 30, 2025Updated 4 months ago
- ☆15Sep 3, 2025Updated 5 months ago
- Dataset☆22Nov 22, 2024Updated last year
- [ICCV 2025] Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?☆23Sep 16, 2025Updated 5 months ago
- ☆12Dec 8, 2021Updated 4 years ago
- A python tool to perform deep learning experiments on multimodal remote sensing data.☆11Sep 13, 2021Updated 4 years ago
- ☆29Feb 23, 2024Updated 2 years ago
- User-Defined Functions for FORCE☆15Jan 12, 2026Updated last month
- ☆17Mar 9, 2023Updated 2 years ago