dl4sits / BreizhCropsLinks
A Satellite Time Series Dataset for Crop Type Identification
☆212Updated 3 years ago
Alternatives and similar repositories for BreizhCrops
Users that are interested in BreizhCrops 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
- Crop type mapping of small holder farms in Ghana, and South Sudan☆92Updated 3 years ago
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆213Updated 3 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆107Updated 4 years ago
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆66Updated 2 years ago
- ☆58Updated 2 years ago
- Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series☆166Updated 5 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆34Updated 3 years ago
- ☆36Updated 2 years ago
- ☆39Updated 2 years ago
- Deep learning models for remote sensing applications☆198Updated last year
- ☆258Updated last year
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆51Updated 4 years ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆66Updated 4 years ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆107Updated last year
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆255Updated 2 months ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆187Updated last year
- ☆31Updated 2 years ago
- Open source remote sensing dataset with benchmarks☆218Updated last year
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆175Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆69Updated 3 years ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- ☆221Updated 4 years ago
- Hyperspectral image processing library☆74Updated 3 months ago
- Temporal Vegetation Classification with Recurrent Neural Networks☆42Updated 2 years ago
- Repository for SEN12MS related codes and utilities☆124Updated last year
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆21Updated 4 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆276Updated last year
- A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification☆118Updated 5 years ago
- a deep model that segments water on multispectral images☆154Updated 2 years ago