tropicalmentat / land-cover-to-land-use-classification
Satellite image processing pipeline to classify land-cover and land-use
☆79Updated 7 years ago
Related projects: ⓘ
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆105Updated last year
- Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://t…☆47Updated 3 years ago
- A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow☆80Updated 7 years ago
- Change Detection with Google Earth Engine Imagery☆138Updated 5 years ago
- Deep learning courses and projects☆97Updated 6 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆71Updated 3 years ago
- Deep Neural Network with keras(TensorFlow GPU backend) Python: Satellite-Image Classification☆36Updated 6 years ago
- An open-source semi-automated processing chain for urban OBIA classification.☆76Updated 4 years ago
- Calculate spectral remote sensing indices from satellite imagery☆39Updated 6 years ago
- Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data.☆96Updated 2 years ago
- Using CNNs and Sentinel-2 satellite data to predict landslides☆84Updated 2 years ago
- Land Cover Classification based on Landsat-8 imagery from Google Earth Engine☆53Updated 3 years ago
- ☆56Updated this week
- Multitemporal Cloud Masking in the Google Earth Engine☆70Updated last year
- A JavaScript code developed in Google Earth Engine (GEE) Platform to Detect Flooded Area along with Affected Population☆49Updated 4 years ago
- This repository contains all the codes and data for semantic geologic segmentation of Landsat 8 images☆17Updated 6 years ago
- Codebase for land cover classification with U-Net☆17Updated 5 years ago
- Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.☆75Updated 4 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆74Updated 11 months ago
- Water Detect Algorithm☆192Updated 2 weeks ago
- ☆53Updated 5 years ago
- Land Use Classification using Convolutional Neural Network in Keras☆49Updated 7 years ago
- Tools and Earth Engine apps to interact with the outputs from the CCDC algorithm☆69Updated last year
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆104Updated 2 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆81Updated last year
- Mapping wetland hydrological dynamics using Google Earth Engine (GEE)☆53Updated 5 years ago
- We provide a pixel level training dataset for landuse classification (four categories - Green, Water, Barren land and Built up Areas) usi…☆12Updated 4 years ago
- Collection of Remote Sensing Resources☆99Updated 2 years ago
- crop classification using deep learning on satellite images☆99Updated 3 years ago
- Image Analysis, Classification and Change Detection in Remote Sensing☆154Updated 7 years ago