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51 public repositories
matching this topic...
Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.
Updated
Jul 25, 2019
Jupyter Notebook
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
Updated
Feb 7, 2022
Jupyter Notebook
LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development for automation of the process.
Updated
Feb 8, 2022
Python
Land Cover Change Detection using Satellite Image Segmentation.
Updated
Sep 16, 2023
Python
Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth project
Updated
Mar 12, 2021
Jupyter Notebook
Image segmentation of cultivated land
Updated
Aug 15, 2024
Python
[ISPRS 2024] LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network
Updated
Apr 11, 2024
Python
Satsense is a Python library for land use/cover classification using satellite imagery
Updated
Jun 18, 2020
Jupyter Notebook
Reproducible remote sensing analysis using Google Earth Engine (GEE) to identify vegetation change in Columbia.
Updated
Sep 23, 2020
Jupyter Notebook
This repository contains the computer code of a semi-automated framework for land cover mapping using OBIA and local USPO
Updated
Sep 10, 2020
Jupyter Notebook
QGIS Plugin 'Curve Number Generator' has multiple algorithms to generate the curve number layer for any area of interest using different datasets.
A web mapping app to test, tweak and train the land cover classification from a deep neural network model built by @microsoft
Updated
May 24, 2018
JavaScript
LINDER (Land use INDexER) is an open-source machine-learning based land use/land cover (LULC) classifier using Sentinel 2 satellite imagery
Updated
Jul 14, 2020
Python
R Client Library for Web Land Trajectory Service
Code repository for the ENS Challenge Data 2021 by Preligens
Updated
Jan 25, 2021
Python
A crash course in analysing spatial patterns of the landscape using R
TiSeLaC ECML/PKDD 2017 discovery challenge solution
Updated
Dec 7, 2020
Common Lisp
GEE code for national-scale land cover classification using Sentinel imagery
Updated
Oct 23, 2020
JavaScript
Segmentation for land cover using raw satellite data (Sentinel 2La)
Updated
Dec 4, 2021
Jupyter Notebook
R Client Library for Land Cover Classification System Web Service
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