Experimented with a U-Net variant to perform pixel wise multi-class classification to segment high resolution satellite imagery into land use types with potential applications in deforestation and flood monitoring. Developed with TensorFlow framework.
☆27Apr 7, 2022Updated 4 years ago
Alternatives and similar repositories for satellite_image_segmentation
Users that are interested in satellite_image_segmentation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Project developed for a Kaggle Competition organised by CentraleSupelec Deep Learning course. Final result: 1st place☆41Jan 19, 2023Updated 3 years ago
- ☆13Oct 23, 2018Updated 7 years ago
- ☆12Jun 12, 2020Updated 6 years ago
- Instance segmentation of center pivot irrigation system in Brazil using Landsat images and Convolutional Neural Network☆11May 27, 2024Updated 2 years ago
- Publication quality maps using Earth Engine and Cartopy☆48Jan 29, 2019Updated 7 years ago
- 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.
- A QGIS plugin to work with Landsat and LISS (satellite) data to produce standard outputs☆11Dec 9, 2022Updated 3 years ago
- ☆12Mar 25, 2025Updated last year
- The project aims to detect ships in million pixels satellite images using different object detection algorithms. This makes use of variou…☆15Jun 28, 2020Updated 6 years ago
- Residual Dense Network for Super Resolution implementation in Keras☆16Oct 18, 2020Updated 5 years ago
- This repo contains codes, scripts, documents, etc, that are deliverables and helpers for the synthetic satellite imagery project from Mic…☆27Sep 26, 2023Updated 2 years ago
- ☆14Feb 26, 2019Updated 7 years ago
- Python module to deal with stress (and strain, eventually) in an elastic halfspace due to loads, faulting, etc.☆14Jul 15, 2015Updated 11 years ago
- ☆12Jan 13, 2021Updated 5 years ago
- Lee Filter for Python☆12Jul 17, 2012Updated 14 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.
- Image segmentation and classification for Covid19 lung CT-scans using UNET implemented in Tensorflow and Keras.☆10Jan 31, 2021Updated 5 years ago
- This is a standalone version of ASMO, a surrogate based single objective optimization algorithm.☆11Oct 6, 2018Updated 7 years ago
- This software acts as a wrapper to run the MODTRAN RT model. It then uses the MODTRAN Interrogation Technique to extract variables requir…☆10Oct 10, 2017Updated 8 years ago
- Bayesian Model Averaging☆10Aug 1, 2019Updated 7 years ago
- ☆10Oct 1, 2021Updated 4 years ago
- LLM-MapBook: AI-Powered Maps for Storytelling. Extracts geo-coordinates from books, visualizes on interactive maps, offering immersive st…☆10Aug 27, 2024Updated last year
- Code for referee classifier and unsupervised player classification using embedding network.☆18Apr 12, 2024Updated 2 years ago
- code for paper -- "Seamless Satellite-image Synthesis"☆19Jul 30, 2024Updated 2 years ago
- Roof segmentation in satellite images☆13Mar 25, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Research Project for Detection of COVID-19 from X-Ray using Deep Learning methods. Implemented convolutional neural network for classific…☆13Nov 29, 2020Updated 5 years ago
- Notebooks for teaching Earth surface processes at Durham University☆17Feb 16, 2026Updated 5 months ago
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆15Jan 12, 2024Updated 2 years ago
- course labratory☆14Dec 12, 2018Updated 7 years ago
- ENVI_IDL遥感影像批处理☆13Apr 30, 2019Updated 7 years ago
- This repo contains the code for converting an RGB mask into a onehot encoded mask or a single channel grayscale mask, which can be easily…☆11Jul 4, 2021Updated 5 years ago
- Work repository for topographic stresses and the 2008 Wenchuan earthquake.☆13Mar 19, 2015Updated 11 years ago
- R Package to simulate plausible versions of SRTM and MERIT DEMs☆11Oct 22, 2019Updated 6 years ago
- Visualize Himawari-8 satellite data☆21Nov 22, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for "A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction"☆16Mar 15, 2024Updated 2 years ago
- Super Resolving Digital Elevation Models using a U-Net based convolutional residual network trained adverserially and using an improved l…☆13Jan 8, 2023Updated 3 years ago
- Implementation of D-SRGAN (Digital elevation map specific SRGAN for super resolution) in Pytorch.☆11Sep 13, 2022Updated 3 years ago
- Tensorfolw code for" SAR Image Despeckling by Noisy Reference Based Deep Learning Method". which has been accepted by IEEE Transactions o…☆17Apr 25, 2020Updated 6 years ago
- This is an aerial image dataset for semantic scene understanding.☆14Jul 24, 2022Updated 4 years ago
- Shell code used to run Ames Stereo Pipelines (ASP) on a batch of ASTER L1A images☆13Nov 29, 2019Updated 6 years ago
- Lisflood OS (LISVAP)☆14May 6, 2026Updated 3 months ago