raoofnaushad / Land-Cover-Classification-using-Sentinel-2-DatasetView external linksLinks
Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.
☆100Sep 28, 2023Updated 2 years ago
Alternatives and similar repositories for Land-Cover-Classification-using-Sentinel-2-Dataset
Users that are interested in Land-Cover-Classification-using-Sentinel-2-Dataset are comparing it to the libraries listed below
Sorting:
- Determine land use and land cover classification based on Sentinel-2 satellite images with state-of-the-art performance 🛰☆26May 4, 2019Updated 6 years ago
- LINDER (Land use INDexER) is an open-source machine-learning based land use/land cover (LULC) classifier using Sentinel 2 satellite image…☆13Jul 14, 2020Updated 5 years ago
- Object-based Image Analysis (OBIA)☆25May 18, 2022Updated 3 years ago
- A deep learning (neural network) land cover classification project using satellite images (remote sensing).☆34Apr 20, 2023Updated 2 years ago
- EuroSAT: Land Use and Land Cover Classification with Sentinel-2☆527Mar 9, 2023Updated 2 years ago
- LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development…☆63Feb 8, 2022Updated 4 years ago
- Image classification on Sentinel-2 satellite imagery.☆40Jul 6, 2023Updated 2 years ago
- Code for journal paper "Deep Learning for Land Cover Change Detection".☆39Dec 28, 2020Updated 5 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆52Dec 22, 2024Updated last year
- This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is…☆12Oct 2, 2024Updated last year
- Land use classification project using open source tools☆10Sep 16, 2018Updated 7 years ago
- Notebooks for preprocessing and analysis of Planetscope 4 band data/imagery, using rasterio and fiona.☆10May 21, 2024Updated last year
- SCALAE: Formatting the Landscape: Spatial conditional GAN for varying population in satellite imagery☆13Jan 15, 2021Updated 5 years ago
- This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification)…☆52Oct 7, 2022Updated 3 years ago
- geospatial analysis tutorial☆32Jun 14, 2023Updated 2 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆80Jul 29, 2019Updated 6 years ago
- Saving nerds eyes.☆16Jan 15, 2022Updated 4 years ago
- Replication code for "Supervised Classification of Built-up Areas in Sub-Saharan African Cities using Landsat Imagery and OpenStreetMap"☆17Jun 14, 2019Updated 6 years ago
- R 'reticulate' wrapper for `segment-geospatial` 'Python' package for segmenting geospatial data with the ‘Segment Anything Model’ (SAM).☆14May 8, 2023Updated 2 years ago
- Satellite images classification☆15Nov 30, 2019Updated 6 years ago
- ☆30Feb 15, 2023Updated 2 years ago
- Python Landscape Classification Tool (PyLC) - PyTorch-based semantic segmentation network for land cover classification of oblique ground…☆17Jul 31, 2023Updated 2 years ago
- A crash course into using Python for geospatial analysis.☆64May 4, 2021Updated 4 years ago
- Upscaling satellite imagery using GAN by 4 times☆16Mar 14, 2022Updated 3 years ago
- Unleash the power of GRASS GIS with Jupyter (FOSS4G 2022 workshop)☆15Oct 4, 2023Updated 2 years ago
- curriculum for learning Geodata Science ( Spatial Data Science)☆35Aug 14, 2018Updated 7 years ago
- Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.☆267May 5, 2022Updated 3 years ago
- A Colab notebook for land cover mapping and monitoring using Earth Engine☆38Oct 27, 2023Updated 2 years ago
- Ressources for the session on machine learning and remote sensing at the OpenGeoHub Summer school in Wageningen 2020☆15Aug 16, 2020Updated 5 years ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19May 2, 2025Updated 9 months ago
- Satellite Image Augmetation with GANs☆18May 6, 2022Updated 3 years ago
- DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery, TCSVT, 2022☆17Apr 3, 2023Updated 2 years ago
- Image segmentations of trees outside forest☆174Dec 8, 2025Updated 2 months ago
- Examples for a blog series on Geospatial Julia using ArchGDAL☆68Dec 19, 2022Updated 3 years ago
- QGIS Raster Attribute Table Plugin☆18Sep 28, 2022Updated 3 years ago
- Open framework for calculating spatial urban sprawl indices and performing disaggregated population estimates using open data☆86Mar 26, 2019Updated 6 years ago
- UCLA Urban Planning GIS and Spatial Data Science☆31Mar 29, 2023Updated 2 years ago
- Scraping, parsing, and analyzing every public Earth Engine repository☆19Mar 6, 2022Updated 3 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆72Sep 21, 2020Updated 5 years ago