Codebase for land cover classification with U-Net
☆25Dec 20, 2018Updated 7 years ago
Alternatives and similar repositories for lulc_ml
Users that are interested in lulc_ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Jun 19, 2021Updated 5 years ago
- In this repository, we provide all the used scripts to create Sentinel2GlobalLULC Dataset and explain each step of their usage. All prese…☆15Nov 2, 2021Updated 4 years ago
- Landcover classification on sentinel-2 data with Prithvi, EfficientNet-Unet and OSM / CNES Landcover labels.☆12Apr 11, 2024Updated 2 years ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆27Mar 27, 2022Updated 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…☆71Sep 21, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Baseline algorithm for the SpaceNet 6 Challenge☆35Apr 2, 2020Updated 6 years ago
- Python scripts and Jupyter Notebooks to download and preprocess VIIRS DNB Nighttime Lights data.☆19Dec 16, 2020Updated 5 years ago
- A small wrapper for visualizing street networks and making artistic maps with OpenStreetMap and Networkx☆15Jun 18, 2024Updated 2 years ago
- Satellite Image Segmentation using Deep Learning☆10Dec 31, 2018Updated 7 years ago
- This is the ResNet50 implementation of the Eurosat dataset.☆23Aug 31, 2021Updated 4 years ago
- Exploration of using semi-supervised pre-training to improve convolutional neural network image segmentation performance on satellite ima…☆11Nov 30, 2019Updated 6 years ago
- A repository of demo apps built using Greppo.☆14Nov 6, 2022Updated 3 years ago
- Mapping the extent of land use and land cover categories over time is essential for better environmental monitoring, urban planning and n…☆29Jun 19, 2026Updated last month
- This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is…☆13Oct 2, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code of paper NDVI-Net: A fusion network for generating high-resolution normalized difference vegetation index in remote sensing.☆18Oct 5, 2020Updated 5 years ago
- ☆35Jun 6, 2023Updated 3 years ago
- Detecting region lithology using deep learning and remote sensing☆15Feb 13, 2022Updated 4 years ago
- ARSET Full Waveform LiDAR Training - Part 1 notebooks☆16Sep 15, 2025Updated 10 months ago
- GWO☆12Nov 16, 2019Updated 6 years ago
- Machine Learning Interviews from FAAG, Snapchat, LinkedIn.☆11Aug 31, 2020Updated 5 years ago
- Workshop Training to generate flood maps from Radarsat-2, EO-1, MODIS and Landsat-8☆29Apr 30, 2015Updated 11 years ago
- Repository containing code used to produce computer vision models that can identify infrastructure in publicly available satellite imager…☆25Jul 16, 2026Updated 3 weeks ago
- This repository contains the code for the paper "A MULTI-TASK DEEP LEARNING FRAMEWORK FOR BUILDING FOOTPRINT SEGMENTATION"☆16Dec 10, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Collection of tools and training materials for exploring the open Nighttime Lights repository☆38Sep 3, 2024Updated last year
- Land cover classification using remote sensing observations☆19Nov 6, 2025Updated 9 months ago
- Statistician is a framework of tools for generating statistical summaries of large collections of EO data managed in an ODC instance.☆14Updated this week
- crop classification using deep learning on satellite images☆139May 31, 2026Updated 2 months ago
- 基于WebGIS的汕头市土壤污染风险管理和决策支持系统☆13Oct 29, 2022Updated 3 years ago
- Deep Learning for Cloud Detection in Landsat-8 Data☆11Jan 31, 2018Updated 8 years ago
- This repo contains the training webpage and hands-on tutorials for users to learn the fundamental characteristics of GEDI spaceborne lida…☆18Nov 18, 2025Updated 8 months ago
- Face detection with Python☆10Aug 8, 2019Updated 7 years ago
- Towards global school mapping using AI & satellite images in support of Giga, a UNICEF-ITU Intitiative☆14Dec 30, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Lab exercises for an introductory class in Geographic Information Systems☆18Feb 20, 2020Updated 6 years ago
- This repo uses DEM data to produce a simulation (gif) visualizing which areas will get drowned as sea-level rises.☆13Jun 12, 2021Updated 5 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…☆48Aug 29, 2021Updated 4 years ago
- This is the repo for the Workshop on "QGIS Processing Framework: Automating Tasks with Python" at GeoPython 2018☆32May 9, 2018Updated 8 years ago
- 🗺️ To be able to discover, request and use aggregate imagery products based on landsat-8/9, Sentinel 2 and other sensors from within QG…☆18Feb 10, 2025Updated last year
- This repository presents the product of my master's thesis, which uses UNet to map deforestation using Sentinel-2 Level 2A images.☆23Nov 29, 2021Updated 4 years ago
- Ecolens System —— 基于 React + Vite + TypeScript 的高精度生态监测地图平台☆20Jan 13, 2024Updated 2 years ago