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☆40Jan 19, 2023Updated 3 years ago
- Remote Sensing Image Processing;IDL☆18Jul 8, 2017Updated 8 years ago
- PyTorch implementation of satellite image pose estimation using ResNet model architecture.☆10Dec 8, 2023Updated 2 years ago
- Deep Semangtic segmentation of Worldview-3 satellite images using a U-net (DSTL kaggle competition)☆28Jan 26, 2020Updated 6 years ago
- ☆12Jun 12, 2020Updated 5 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.
- 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
- The project aims to detect ships in million pixels satellite images using different object detection algorithms. This makes use of variou…☆15Jun 28, 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
- This is a standalone version of ASMO, a surrogate based single objective optimization algorithm.☆11Oct 6, 2018Updated 7 years ago
- A QGIS plugin to work with Landsat and LISS (satellite) data to produce standard outputs☆11Dec 9, 2022Updated 3 years ago
- ☆14Feb 26, 2019Updated 7 years ago
- Lee Filter for Python☆12Jul 17, 2012Updated 13 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Bayesian Model Averaging☆10Aug 1, 2019Updated 6 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
- Notebooks for working with lsdtopotools in python☆11Feb 4, 2026Updated 4 months ago
- Python module to deal with stress (and strain, eventually) in an elastic halfspace due to loads, faulting, etc.☆14Jul 15, 2015Updated 10 years ago
- Roof segmentation in satellite images☆13Mar 25, 2023Updated 3 years ago
- Notebooks for teaching Earth surface processes at Durham University☆17Feb 16, 2026Updated 3 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
- Bayesian Aerosol Retrieval algorithm☆14Aug 12, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆13Oct 23, 2018Updated 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 4 years ago
- ENVI_IDL遥感影像批处理☆13Apr 30, 2019Updated 7 years ago
- Large satellite image semantic segmentation into 6 classes using Tensorflow 2.0 and ISPRS benchmark dataset.☆18Mar 18, 2021Updated 5 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
- SICOPOLIS (SImulation COde for POLythermal Ice Sheets) is a 3D model that simulates the evolution, dynamics and thermodynamics of ice she…☆18Updated this week
- ☆17Mar 8, 2024Updated 2 years ago
- Updated Valley Bottom Extraction Tool☆19Jun 15, 2023Updated 2 years ago
- Patch-wise Land Cover Classification using Sentinel-2 Satellite and Deep Learning☆10Apr 26, 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.
- This is an aerial image dataset for semantic scene understanding.☆14Jul 24, 2022Updated 3 years ago
- pyddem is a python package to process stacks and time series of DEMs.☆18Nov 27, 2022Updated 3 years ago
- Code for paper DNAS: Decoupling Neural Architecture Search for High-Resolution Remote Sensing Image Semantic Segmentation.☆11Sep 20, 2023Updated 2 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)☆13May 6, 2026Updated last month
- ☆14Jul 31, 2019Updated 6 years ago
- ⛈ 🌦 🛰️ Clouds classification analysis from satellite images based on Kaggle Competition. Paper - Classification and understanding of cl…☆15Jan 29, 2026Updated 4 months ago