digitalearthafrica / FAO_crop_boundary
Scalable workflow for crop boundary delineation using pre-trained deep learning model
☆10Updated last year
Related projects ⓘ
Alternatives and complementary repositories for FAO_crop_boundary
- Radar Deforestation detection system based on Google Earth Engine☆15Updated 2 years ago
- Leveraging Segment-Anything Model (SAM) to delineate crop field boundaries on Sentinel-2 images☆14Updated last year
- ☆10Updated this week
- AgriFieldNet Model for Crop Detection from Satellite Imagery☆19Updated last year
- Conformal prediction for Google Earth Engine☆18Updated 3 months ago
- Starter-pack for the AI4EO Food Security Challenge☆22Updated last year
- Here are the codes for the "Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data" paper.☆15Updated 2 years ago
- This repository contains the classification module of the WorldCereal system.☆36Updated this week
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆16Updated 3 weeks ago
- Annual and in-season crop mapping in Kenya☆22Updated 3 years ago
- This repository explores object detection and building extraction from high resolution satellite imagery. With Object Based Image Analysi…☆8Updated 3 years ago
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆22Updated 2 weeks ago
- CD algorithms available in cloudSEN12☆19Updated 2 years ago
- Image segmentation of cultivated land☆26Updated last month
- ☆10Updated 2 years ago
- A simple script to create geo-tagged image chips from high-resolution RS images for training deep learning models such as U-net.☆14Updated 3 years ago
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated last year
- ☆10Updated last year
- Earth observation framework for scaled-up processing in Python☆37Updated this week
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆40Updated 4 months ago
- A comprehensive benchmark for real-world Sentinel-2 imagery super-resolution☆19Updated 5 months ago
- ☆13Updated 7 months ago
- ☆41Updated last year
- spatial resampling for more robust cross validation in spatial studies☆10Updated 3 months ago
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆20Updated 7 months ago
- Sentinel-2 Satellite Images Semantic Segmentation with U-NET☆11Updated 5 months ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆11Updated 4 years ago
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆42Updated 3 months ago
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆33Updated last month
- This repository contains the files for running the Patchify GUI.☆11Updated 3 years ago