dl4sits / BreizhCrops
A Satellite Time Series Dataset for Crop Type Identification
☆196Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for BreizhCrops
- Crop type mapping of small holder farms in Ghana, and South Sudan☆81Updated last year
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆153Updated 3 months ago
- ☆192Updated 2 months ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆104Updated 2 years ago
- ☆54Updated last year
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆58Updated last year
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆187Updated 2 years ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆56Updated 3 years ago
- Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series☆149Updated 4 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆183Updated 6 months ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆30Updated 2 years ago
- ☆33Updated last year
- Repository for SEN12MS related codes and utilities☆99Updated 3 months ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆61Updated last year
- An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.☆39Updated last year
- Temporal Vegetation Classification with Recurrent Neural Networks☆40Updated last year
- Open source remote sensing dataset with benchmarks☆168Updated 6 months ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆89Updated this week
- Deep learning models for remote sensing applications☆152Updated 8 months ago
- ☆156Updated 3 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆92Updated last year
- ☆30Updated last year
- A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification☆97Updated 4 years ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆143Updated 2 months ago
- Machine learning for satellite image time series☆27Updated 5 years ago
- This a repository with the winners' code from the BioMassters challenge☆37Updated last year
- Satellite cloud removal with Deep Image Prior.☆63Updated 2 months ago
- This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".☆88Updated last year
- Python bindings for the PROSAIL canopy reflectance model☆129Updated last year
- A deep learning model for surface water mapping based on satellite optical image.☆93Updated 3 years ago