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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collection of TensorFlow 2.0 code for Earth Observation applications☆94Nov 23, 2022Updated 3 years ago
- 🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis☆430Feb 18, 2023Updated 3 years ago
- Scalable workflow for crop boundary delineation using pre-trained deep learning model☆11Jul 20, 2023Updated 2 years ago
- ☆32Apr 29, 2020Updated 5 years ago
- End-to-end workflow for generating high resolution cropland maps☆114Apr 6, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This Repo contains a fully functional API ready application for delineating fields for smart farming platform☆15Jan 20, 2023Updated 3 years ago
- Earth observation framework for scaled-up processing in Python☆46Sep 18, 2025Updated 7 months ago
- The official repository for the EuroCrops dataset.☆214Mar 11, 2026Updated last month
- Leveraging Segment-Anything Model (SAM) to delineate crop field boundaries on Sentinel-2 images☆23Sep 17, 2023Updated 2 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆52Jun 8, 2021Updated 4 years ago
- Code & trained network files of FCNs to delineate agricultural field boundaries☆28Mar 23, 2021Updated 5 years ago
- Multi-temporal Super-Resolution on Sentinel-2 Imagery using Deimos☆68May 25, 2021Updated 4 years ago
- mxnet source code for the resuneta semantic segmentation models☆144Jul 22, 2020Updated 5 years ago
- Detect field boundaries using satellite imagery.☆41Mar 8, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆167Jul 25, 2024Updated last year
- ☆39Jan 11, 2023Updated 3 years ago
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆139Mar 19, 2020Updated 6 years ago
- This repository contains the classification module of the WorldCereal system.☆86Updated this week
- Sentinel Hub Cloud Detector for Sentinel-2 images in Python☆485Jan 15, 2026Updated 3 months ago
- Earth observation processing framework for machine learning in Python☆1,226Jan 15, 2026Updated 3 months ago
- Starter-pack for the AI4EO Food Security Challenge☆23May 29, 2023Updated 2 years ago
- Code for running baseline models/experiments with the Fields of The World dataset☆124Mar 24, 2026Updated 3 weeks ago
- A repository of custom scripts to be used with Sentinel Hub☆697Feb 20, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- crop classification using deep learning on satellite images☆137Jan 18, 2021Updated 5 years ago
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆67Oct 23, 2023Updated 2 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆218May 11, 2022Updated 3 years ago
- ☆58Aug 8, 2024Updated last year
- This repository is designated to detecting trucks using Sentinel-2 data.☆99Jun 12, 2020Updated 5 years ago
- An LSTM to generate a crop mask for Togo☆32Nov 12, 2020Updated 5 years ago
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆110Mar 14, 2025Updated last year
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆180Nov 21, 2023Updated 2 years ago
- Xarray backend to Copernicus Sentinel-1 satellite data products☆241Nov 6, 2025Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Tools for manipulating (exporting, extracting) AgERA5 data☆20Jan 15, 2026Updated 3 months ago
- Deep learning with TensorFlow and earth observation data.☆26Jun 15, 2023Updated 2 years ago
- Examples of Earth observation workflows that extract valuable information from satellite imagery, giving you hints and ideas how to use t…☆55Jul 2, 2025Updated 9 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆267Oct 30, 2025Updated 5 months ago
- ML Enabler - machine learning interaction tools in the browser☆30Apr 2, 2026Updated 2 weeks 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☆111Nov 6, 2024Updated last year