shakasom / Deep-Learning-for-Satellite-Imagery
Deep learning courses and projects
☆96Updated 6 years ago
Alternatives and similar repositories for Deep-Learning-for-Satellite-Imagery:
Users that are interested in Deep-Learning-for-Satellite-Imagery are comparing it to the libraries listed below
- 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
- Satellite image processing pipeline to classify land-cover and land-use☆80Updated 7 years 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
- Sample scripts and notebooks on processing satellite imagery Python Geospatial raster☆186Updated 2 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
- This is an collection of blog posts turned into a course format☆86Updated 5 years ago
- Deep Neural Network with keras(TensorFlow GPU backend) Python: Satellite-Image Classification☆37Updated 6 years ago
- Change Detection with Google Earth Engine Imagery☆139Updated 5 years ago
- Remote sensing with Python tutorials☆50Updated 5 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆66Updated 4 years ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆99Updated 3 years ago
- Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.☆76Updated 4 years ago
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆94Updated 3 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆93Updated 2 years ago
- A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow☆80Updated 7 years ago
- Using CNNs and Sentinel-2 satellite data to predict landslides☆93Updated 3 years ago
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆111Updated 2 years ago
- Deep learning with otb (mirror of https://forgemia.inra.fr/orfeo-toolbox/otbtf)☆161Updated last week
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆87Updated last year
- End-to-end workflow for generating high resolution cropland maps☆106Updated last month
- LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development…☆59Updated 3 years ago
- Materials for the Intro to Programming for GIS and Remote Sensing Course that I teach at Saint Louis University. They include the updates…☆71Updated 3 years ago
- Experiments with satellite image data☆121Updated 5 years ago
- Reproducing the "End-to-End Google Earth Engine" course using Jupyter Notebooks and geemap.☆76Updated 3 years ago
- ☆56Updated 5 years ago
- ☆130Updated 5 years ago
- List of all datasets included in Google Earth Engine (generated from https://developers.google.com/earth-engine/datasets/catalog/)☆81Updated this week
- Tutorials for spatial data processing and analysis in R and Python☆43Updated 6 years ago
- Bridging Earth Observation data and Machine Learning in Python☆44Updated 2 years ago
- Remote Sensing and GIS Software Library; python module tools for processing spatial data.☆148Updated this week