shakasom / Deep-Learning-for-Satellite-ImageryLinks
Deep learning courses and projects
☆95Updated 7 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
Sorting:
- Using CNNs and Sentinel-2 satellite data to predict landslides☆97Updated 4 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆72Updated 5 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆68Updated 5 years ago
- Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)☆194Updated 4 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆88Updated 8 years ago
- Change Detection with Google Earth Engine Imagery☆139Updated 6 years ago
- ☆129Updated 6 years ago
- Bridging Earth Observation data and Machine Learning in Python☆42Updated 3 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 4 years ago
- Sample scripts and notebooks on processing satellite imagery Python Geospatial raster☆204Updated 8 months ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆102Updated 4 years ago
- List of all datasets included in Google Earth Engine (generated from https://developers.google.com/earth-engine/datasets/catalog/)☆86Updated this week
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆100Updated 4 years ago
- Monitoring water levels of lakes and reservoirs using satellite imagery☆83Updated 4 years ago
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆138Updated 5 years ago
- Code for constructing the urban environments dataset and for land use classification via convolutional neural networks☆120Updated 7 years ago
- An open-source semi-automated processing chain for urban OBIA classification.☆75Updated 5 years ago
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆110Updated 3 years ago
- This is an collection of blog posts turned into a course format☆88Updated 6 years ago
- This repository is designated to detecting trucks using Sentinel-2 data.☆99Updated 5 years ago
- Open source tutorials on remote sensing data analysis☆47Updated 7 years ago
- ☆30Updated 2 years ago
- Satsense is a Python library for land use/cover classification using satellite imagery☆24Updated 5 years ago
- Collection of Remote Sensing Resources☆112Updated 3 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆163Updated 2 years ago
- Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.☆76Updated 5 years ago
- Deep learning with otb (mirror of https://forgemia.inra.fr/orfeo-toolbox/otbtf)☆168Updated 7 months ago
- ☆62Updated 6 years ago
- Remote sensing with Python tutorials☆50Updated 6 years ago
- Land Use Classification using Convolutional Neural Network in Keras☆52Updated 8 years ago