NexGenMap / dl-agricultureLinks
Automatic mapping of center pivot irrigation systems, planted forests and rural infrastructures
☆23Updated 2 years ago
Alternatives and similar repositories for dl-agriculture
Users that are interested in dl-agriculture are comparing it to the libraries listed below
Sorting:
- Deep-learning applied to semantic segmentation of remote sensing data☆22Updated 5 years ago
- Deep Learning algorithms applied to characterization of Remote Sensing time-series☆34Updated 5 years ago
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated 2 years ago
- Annual and in-season crop mapping in Kenya☆23Updated 4 years ago
- A toolbox for processing earth observation data with Python.☆14Updated 4 years ago
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆23Updated last year
- ☆32Updated 6 months ago
- ☆58Updated 6 years ago
- An LSTM to generate a crop mask for Togo☆31Updated 4 years ago
- Codebase for land cover classification with U-Net☆22Updated 6 years ago
- Automatically create machine learning datasets from satellite images☆42Updated 3 years ago
- Landslide detection using Random Forest model☆17Updated 4 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆50Updated 6 months ago
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆19Updated 4 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆38Updated 2 years ago
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆23Updated last year
- ☆25Updated 4 months ago
- This repo implements a complex-valued multi-stream fully convolutional network for PolSAR data despeckling.☆18Updated 4 years ago
- Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa☆23Updated 6 years ago
- Land surface classification using remote sensing data with unsupervised machine learning (k-means).☆34Updated 5 years ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆45Updated last year
- This is the MULTIPLY repository containing the functionality for SAR pre processing.☆34Updated last year
- ☆29Updated 2 years ago
- Progress towards global asset localisation using remote sensing and computer vision, beginning with solar PV.☆19Updated 5 years ago
- Satsense is a Python library for land use/cover classification using satellite imagery☆24Updated 5 years ago
- Image classification on Sentinel-2 satellite imagery.☆37Updated 2 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- GEE flood algorithm as described in DeVries et al., Remote Sensing of Environment (2020)☆42Updated 4 years ago
- This repository contains the computer code of a semi-automated framework for land cover mapping using OBIA and local USPO☆18Updated 4 years ago
- Sentinel-1 and Sentinel-2 land classification over Finland using sklearn Random Forest and SNAP☆12Updated 6 years ago