calebrob6 / land-cover
Code for training and testing deep learning based land cover models.
☆93Updated last year
Alternatives and similar repositories for land-cover:
Users that are interested in land-cover are comparing it to the libraries listed below
- Crop type mapping of small holder farms in Ghana, and South Sudan☆87Updated 2 years ago
- Urban change model designed to identify changes across 2 timestamps☆61Updated last year
- Models for Remote Sensing☆22Updated 4 years ago
- The SpaceNet 7 Baseline Algorithm☆33Updated 4 years ago
- Slums detection through VHR and MR imagery☆13Updated 9 months ago
- Repository for SEN12MS related codes and utilities☆106Updated 7 months ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆105Updated 3 years ago
- Deep learning for land cover mapping☆21Updated 3 years ago
- codes and data for learning from sparse annotations☆54Updated 3 years ago
- A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from th…☆105Updated 4 years ago
- Simple Baseline for the IEEE GRSS Data Fusion Contest 2020☆67Updated 5 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆41Updated 3 years ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆68Updated 4 years ago
- Deep Learning algorithms applied to characterization of Remote Sensing time-series☆34Updated 5 years ago
- Temporal Vegetation Classification with Recurrent Neural Networks☆41Updated last year
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆84Updated 2 years ago
- ChunpingQiu / Human-settlement-extent-detection-from-Sentinel-2-images-via-fully-convolutional-neural-networks-☆12Updated 4 years ago
- An LSTM to generate a crop mask for Togo☆28Updated 4 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆80Updated 7 years ago
- Cloud masking for Landsat-8 & Sentinel-2☆34Updated 3 years ago
- ☆29Updated 4 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆93Updated 2 years ago
- Object-based land cover classification with Support Vector Machine for Google Earth Engine☆33Updated 6 years ago
- A baseline for the "Multitemporal Semantic Change Detection" track of the 2021 IEEE GRSS Data Fusion Competition.☆41Updated 3 years ago
- Image classification on Sentinel-2 satellite imagery.☆34Updated last year
- Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data.☆99Updated 4 months ago
- ☆56Updated last year
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆78Updated 2 years ago
- Open-source codes and annotated datasets in CVEO recent work "Object-based Classification Framework of Remote Sensing Images with Graph C…☆41Updated 2 years ago
- Automatically create machine learning datasets from satellite images☆42Updated 2 years ago