adrianalbert / urban-environments
Code for constructing the urban environments dataset and for land use classification via convolutional neural networks
☆115Updated 6 years ago
Alternatives and similar repositories for urban-environments:
Users that are interested in urban-environments are comparing it to the libraries listed below
- An open-source semi-automated processing chain for urban OBIA classification.☆77Updated 4 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆105Updated 3 years ago
- A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow☆80Updated 7 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆82Updated 7 years ago
- Deep learning courses and projects☆97Updated 6 years ago
- Automated download of LANDSAT data from USGS website☆205Updated 4 years ago
- Code for training and testing deep learning based land cover models.☆92Updated last year
- Google Earth Engine Toolbox - Library to write small EE apps or big/complex apps with a lot less code.☆166Updated 6 months ago
- Change Detection with Google Earth Engine Imagery☆139Updated 5 years ago
- List of all datasets included in Google Earth Engine (generated from https://developers.google.com/earth-engine/datasets/catalog/)☆82Updated this week
- Curated list of Google Earth Engine resources☆99Updated 7 years ago
- Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)☆193Updated 3 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆86Updated 2 years ago
- Temporal Vegetation Classification with Recurrent Neural Networks☆41Updated last year
- Automatically exported from code.google.com/p/fmask☆46Updated 6 years ago
- Get Landsat surface reflectance time-series from google earth engine☆60Updated 5 years ago
- Spatial feature processing of satellite imagery☆31Updated 6 years ago
- Land Use Classification using Convolutional Neural Network in Keras☆50Updated 7 years ago
- This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".☆90Updated 2 years ago
- Example Jupyter Notebooks, including ones that use the Earth Engine Python API☆86Updated 7 years ago
- Bridging Earth Observation data and Machine Learning in Python☆43Updated 2 years ago
- Best Available Pixel (BAP) composite in Google Earth Engine (GEE) using the Python API☆85Updated 8 months ago
- A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from th…☆104Updated 4 years ago
- Cloud masking of Sentinel 2 using Google Earth Engine☆57Updated 6 years ago
- ☆22Updated 4 years ago
- These scripts show how I used Google Earth Engine to estimate Central Valley land fallowed due to drought between 2010 and 2015.☆73Updated 8 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆92Updated 2 years ago
- Example scripts originally derived from Prof. Dana Tomlin's handouts for his course on Geospatial Software Design. Shared with his permis…☆89Updated 6 years ago
- Index of Sentinel-2 scene boundaries and name☆78Updated 9 years ago
- Open source tutorials on remote sensing data analysis☆47Updated 6 years ago