VSainteuf / pastis-benchmark
☆217Updated 7 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.☆157Updated 7 months ago
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆197Updated 3 years ago
- Deep learning models for remote sensing applications☆176Updated last year
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆210Updated 11 months ago
- A Satellite Time Series Dataset for Crop Type Identification☆202Updated 2 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆84Updated 2 years ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆167Updated 8 months ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆166Updated last year
- 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
- Repository for SEN12MS related codes and utilities☆107Updated 8 months ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆62Updated 2 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆209Updated 11 months ago
- PyTorch implementation of popular datasets and models in remote sensing☆383Updated last year
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆273Updated 3 weeks ago
- Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery☆139Updated 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 10 months ago
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆62Updated last year
- ☆80Updated 10 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆122Updated 3 weeks ago
- Open source remote sensing dataset with benchmarks☆185Updated 11 months ago
- ☆176Updated 3 years ago
- Satellite cloud removal with Deep Image Prior.☆68Updated 7 months ago
- official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published …☆86Updated 2 years ago
- This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification)…☆47Updated 2 years ago
- This data set includes Landsat 8 images and their manually extracted pixel-level ground truths for cloud detection.☆156Updated 4 years ago
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆38Updated last year
- ☆208Updated 4 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆103Updated 3 years ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆61Updated 4 years ago