S4A

Crop classifier

A dataset and software toolkit for deep learning-based crop classification and segmentation from Sentinel-2 satellite imagery

Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

GitHub

89 stars
6 watching
18 forks
Language: Jupyter Notebook
last commit: 15 days ago
Linked from 1 awesome list

crop-classificationdeep-learningsegmentationsentinel-2

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
bopen/xarray-sentinel A Python library providing an efficient interface to SAR data products from the Copernicus Sentinel-1 satellite mission. 222
4uiiurz1/pytorch-res2net Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. 112
jgrss/cultionet A deep learning library for image segmentation of cultivated land from satellite data 26
adugnag/gee_s1_ard Prepares Sentinel-1 SAR data for analysis in Google Earth Engine 233
esa-philab/opensartoolkit A toolset for pre-processing and analyzing SAR data from Sentinel-1 satellites 212
sinergise/sentinel2productingestor Automates downloading and storing Sentinel-2 data from Amazon S3 32
sentinel-hub/sentinel2-cloud-detector Automated cloud detection in Sentinel-2 imagery using machine learning 434
andrewpham9/rice_sentinel1 Classifies rice from Sentinel 1 satellite data using Python 8
senbox-org/s1tbx Develops tools and software for processing satellite radar data from ESA's Sentinel-1 mission 225
locuslab/optnet A PyTorch module that adds differentiable optimization as a layer to neural networks 513
isht7/pytorch-deeplab-resnet A deep learning model implementation of the DeepLab ResNet architecture for image segmentation tasks. 602
jpeg729/pytorch_bits An experimental framework for developing and testing deep learning models on time-series prediction tasks 79
olivierhagolle/sentinel-download Automated tool to download Sentinel-2 L1C data from ESA using wget or aria2 189
johntruckenbrodt/s1_ard An analysis framework for testing the readiness of Sentinel-1 SAR backscatter data 18
embodiedgpt/embodiedgpt_pytorch A PyTorch-based toolkit for creating customized multimedia datasets and handling heterogeneous data for training AI models. 340