VSainteuf / pytorch-psetae
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
☆197Updated 3 years ago
Alternatives and similar repositories for pytorch-psetae:
Users that are interested in pytorch-psetae are comparing it to the libraries listed below
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆158Updated 7 months ago
- ☆217Updated 7 months ago
- A Satellite Time Series Dataset for Crop Type Identification☆202Updated 2 years ago
- Deep learning models for remote sensing applications☆176Updated last year
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆159Updated 8 months ago
- A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification☆106Updated 4 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆84Updated 2 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆210Updated 11 months ago
- Repository for SEN12MS related codes and utilities☆107Updated 8 months ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆97Updated 4 months ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆87Updated 2 years ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆167Updated 8 months ago
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆62Updated last year
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆106Updated 3 years ago
- ☆55Updated last year
- 1st place solution for "xView2: Assess Building Damage" challenge.☆93Updated 2 years ago
- Algorithmic baseline for SpaceNet 8 Challenge☆82Updated last year
- Open source remote sensing dataset with benchmarks☆185Updated 11 months ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆62Updated 2 years ago
- Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery☆139Updated 3 years ago
- Repo for testing foundation models☆47Updated last year
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆38Updated last year
- ☆80Updated 10 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆209Updated 11 months ago
- ☆56Updated 4 years ago
- 1st place solution for "xView2: Assess Building Damage" challenge.☆72Updated 4 years ago
- Active fire detection and segmentation with CNN☆110Updated 7 months ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆61Updated 4 years ago
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆80Updated 11 months ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆73Updated 8 months ago