jensleitloff / CNN-Sentinel
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
Alternatives and similar repositories for CNN-Sentinel:
Users that are interested in CNN-Sentinel are comparing it to the libraries listed below
- Sample scripts and notebooks on processing satellite imagery Python Geospatial raster☆185Updated 2 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆82Updated 7 years ago
- Experiments with satellite image data☆121Updated 5 years ago
- A series of Jupyter notebook to learn Google Earth Engine with Python☆283Updated 7 months ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆92Updated 2 years 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
- A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow☆80Updated 7 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆153Updated last year
- ☆130Updated 5 years ago
- Automated download of Sentinel-2 L1C data from ESA (through wget) //olivierhagolle.github.io/Sentinel-download☆190Updated 6 years ago
- Change Detection with Google Earth Engine Imagery☆139Updated 5 years ago
- Atmospheric correction of a (single) Sentinel 2 image☆153Updated 4 years ago
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆111Updated 2 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
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆78Updated 5 years ago
- Google Earth Engine Toolbox - Library to write small EE apps or big/complex apps with a lot less code.☆166Updated 6 months ago
- Various examples for Google Earth Engine in Python using Jupyter Notebook☆317Updated 10 months ago
- High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.☆220Updated last month
- Deep learning courses and projects☆97Updated 6 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆105Updated 3 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆74Updated 4 years ago
- Sentinel Hub Cloud Detector for Sentinel-2 images in Python☆443Updated 4 months ago
- Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://t…☆49Updated 3 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆86Updated 2 years ago
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.☆143Updated 6 months ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆95Updated 3 years ago
- Using CNNs and Sentinel-2 satellite data to predict landslides☆91Updated 3 years ago
- Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network☆244Updated 3 months ago
- Deep learning with otb (mirror of https://forgemia.inra.fr/orfeo-toolbox/otbtf)☆161Updated 2 months ago
- Python Earth Observation processing chain☆97Updated last month