sentinel-hub / field-delineationView external linksLinks
Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.
☆164Aug 10, 2023Updated 2 years ago
Alternatives and similar repositories for field-delineation
Users that are interested in field-delineation are comparing it to the libraries listed below
Sorting:
- Collection of TensorFlow 2.0 code for Earth Observation applications☆94Nov 23, 2022Updated 3 years ago
- The official repository for the EuroCrops dataset.☆208Jul 21, 2025Updated 6 months ago
- 🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis☆426Feb 18, 2023Updated 2 years ago
- End-to-end workflow for generating high resolution cropland maps☆111Jan 5, 2026Updated last month
- Earth observation framework for scaled-up processing in Python☆45Sep 18, 2025Updated 4 months ago
- This Repo contains a fully functional API ready application for delineating fields for smart farming platform☆15Jan 20, 2023Updated 3 years ago
- Leveraging Segment-Anything Model (SAM) to delineate crop field boundaries on Sentinel-2 images☆23Sep 17, 2023Updated 2 years ago
- ☆36Jan 11, 2023Updated 3 years ago
- ☆32Apr 29, 2020Updated 5 years ago
- Scalable workflow for crop boundary delineation using pre-trained deep learning model☆11Jul 20, 2023Updated 2 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆52Jun 8, 2021Updated 4 years ago
- Multi-temporal Super-Resolution on Sentinel-2 Imagery using Deimos☆69May 25, 2021Updated 4 years ago
- This repository contains the classification module of the WorldCereal system.☆82Updated this week
- ☆58Aug 8, 2024Updated last year
- Detect field boundaries using satellite imagery.☆41Mar 8, 2022Updated 3 years ago
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆139Mar 19, 2020Updated 5 years ago
- Code & trained network files of FCNs to delineate agricultural field boundaries☆28Mar 23, 2021Updated 4 years ago
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆166Jul 25, 2024Updated last year
- Code for running baseline models/experiments with the Fields of The World dataset☆116Updated this week
- mxnet source code for the resuneta semantic segmentation models☆142Jul 22, 2020Updated 5 years ago
- An LSTM to generate a crop mask for Togo☆31Nov 12, 2020Updated 5 years ago
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆106Mar 14, 2025Updated 11 months ago
- Sentinel Hub Cloud Detector for Sentinel-2 images in Python☆482Jan 15, 2026Updated last month
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆177Nov 21, 2023Updated 2 years ago
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆66Oct 23, 2023Updated 2 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21May 29, 2023Updated 2 years ago
- This repository is designated to detecting trucks using Sentinel-2 data.☆99Jun 12, 2020Updated 5 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆216May 11, 2022Updated 3 years ago
- crop classification using deep learning on satellite images☆133Jan 18, 2021Updated 5 years ago
- This repository contains the files for running the Patchify GUI.☆11Nov 5, 2021Updated 4 years ago
- A repository of custom scripts to be used with Sentinel Hub☆692Oct 9, 2025Updated 4 months ago
- Xarray backend to Copernicus Sentinel-1 satellite data products☆238Nov 6, 2025Updated 3 months ago
- Earth observation processing framework for machine learning in Python☆1,221Jan 15, 2026Updated last month
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆258Oct 30, 2025Updated 3 months ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆45Jul 17, 2023Updated 2 years ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆110Nov 6, 2024Updated last year
- Production of a cropland extent map for Africa☆18Jun 21, 2023Updated 2 years ago
- Python library for Smart Farming data and modelling. Enables reading of ISOBUS task files, EO data from SentinelHub and interfacing APSIM…☆22Nov 18, 2025Updated 2 months ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆109Nov 19, 2021Updated 4 years ago