jensleitloff / CNN-Sentinel
Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)
☆192Updated 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
- Experiments with satellite image data☆121Updated 5 years ago
- Deep learning courses and projects☆97Updated 6 years ago
- ☆128Updated 5 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆151Updated last year
- This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".☆89Updated 2 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆78Updated 5 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆92Updated 2 years ago
- Sample scripts and notebooks on processing satellite imagery Python Geospatial raster☆185Updated 2 years ago
- A series of Jupyter notebook to learn Google Earth Engine with Python☆283Updated 6 months ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆95Updated 3 years ago
- a deep model that segments water on multispectral images☆141Updated last year
- A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow☆80Updated 7 years ago
- Image segmentations of trees outside forest☆161Updated 2 weeks ago
- Sentinel Hub Cloud Detector for Sentinel-2 images in Python☆440Updated 3 months ago
- Awesome Spectral Indices in Python.☆196Updated last month
- Change Detection with Google Earth Engine Imagery☆139Updated 5 years ago
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.☆142Updated 5 months ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆104Updated 3 years ago
- Water Detect Algorithm☆202Updated 4 months ago
- Atmospheric correction of a (single) Sentinel 2 image☆153Updated 4 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆82Updated 7 years ago
- Deep learning with otb (mirror of https://forgemia.inra.fr/orfeo-toolbox/otbtf)☆161Updated last month
- 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
- A collection of 300+ examples for using Earth Engine and the geemap Python package☆135Updated 4 years ago
- ☆170Updated 3 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆83Updated last year
- Automated download of Sentinel-2 L1C data from ESA (through wget) //olivierhagolle.github.io/Sentinel-download☆190Updated 6 years ago
- Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network☆238Updated 2 months ago
- Google Earth Engine Toolbox - Library to write small EE apps or big/complex apps with a lot less code.☆166Updated 5 months ago