VSainteuf / lightweight-temporal-attention-pytorchLinks
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification
☆118Updated 5 years ago
Alternatives and similar repositories for lightweight-temporal-attention-pytorch
Users that are interested in lightweight-temporal-attention-pytorch are comparing it to the libraries listed below
Sorting:
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆165Updated last year
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆213Updated 4 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆215Updated 3 years ago
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆66Updated 2 years ago
- ☆39Updated 2 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆34Updated 3 years ago
- ☆30Updated last year
- Deep learning models for remote sensing applications☆199Updated last year
- Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series☆167Updated 5 years ago
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆36Updated 3 months ago
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆21Updated 4 years ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆188Updated last year
- ☆58Updated 2 years ago
- ☆36Updated 2 years ago
- Generalizing satellite image time series classifiers with thermal time☆18Updated 3 years ago
- ☆262Updated last year
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆108Updated last year
- ☆31Updated 2 years ago
- [TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations☆25Updated 3 years ago
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆43Updated 6 months ago
- Models for the EarthNet2021 challenge.☆46Updated 4 months ago
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆23Updated 5 years ago
- ☆26Updated 4 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆91Updated 2 years ago
- Repo for testing foundation models☆55Updated 2 years ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆33Updated 2 years ago
- Soil parameter estimation from hyperspectral satellite images☆29Updated 3 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆70Updated 3 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆277Updated last year