VSainteuf / pastis-benchmark
☆220Updated 8 months ago
Alternatives and similar repositories for pastis-benchmark:
Users that are interested in pastis-benchmark are comparing it to the libraries listed below
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆159Updated 8 months ago
- Deep learning models for remote sensing applications☆180Updated last year
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆197Updated 3 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆203Updated 2 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆217Updated last year
- Crop type mapping of small holder farms in Ghana, and South Sudan☆87Updated 2 years ago
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆278Updated last week
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆97Updated 5 months ago
- Repository for SEN12MS related codes and utilities☆109Updated 9 months ago
- Open source remote sensing dataset with benchmarks☆186Updated 11 months ago
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆63Updated last year
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆86Updated 2 years ago
- This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification)…☆47Updated 2 years ago
- Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.☆348Updated last year
- PyTorch implementation of popular datasets and models in remote sensing☆385Updated last year
- ☆200Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆62Updated 2 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆104Updated 3 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆40Updated 3 years ago
- ☆182Updated 4 years ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆166Updated last year
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆61Updated 4 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆209Updated last week
- Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery☆139Updated 3 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆107Updated 3 years ago
- DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as li…☆150Updated 11 months ago
- ☆81Updated 11 months ago
- Baseline localization and classification models for the xView 2 challenge.☆223Updated last year
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆168Updated 9 months ago
- mxnet source code for the resuneta semantic segmentation models☆136Updated 4 years ago