This repository presents the product of my master's thesis, which uses UNet to map deforestation using Sentinel-2 Level 2A images.
☆20Nov 29, 2021Updated 4 years ago
Alternatives and similar repositories for UNet-defmapping
Users that are interested in UNet-defmapping are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆24Dec 15, 2022Updated 3 years ago
- Landcover classification on sentinel-2 data with Prithvi, EfficientNet-Unet and OSM / CNES Landcover labels.☆12Apr 11, 2024Updated 2 years ago
- Code repository for the paper: Silva Junior et al. Benchmark maps of 33 years of secondary forest age for Brazil. Scientific Data (2020).…☆20May 14, 2026Updated 2 weeks ago
- Centroid-UNet is deep neural network model to detect centroids from satellite images.☆32Mar 7, 2022Updated 4 years ago
- This app integrates the Segment Anything Model (SAM) with Sentinel-2 data. The app is built using Dash Plotly and dash leaflet. It allows…☆39Jul 13, 2023Updated 2 years ago
- 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.
- Tool for Quantitative Analysis and Visualization of Land Use and Land Cover Change.☆30Apr 28, 2026Updated last month
- Crop Yield Prediction using various ML approaches - Random-Forest Regressor, Gradient-Boosting Regressor, Decision-Tree Regressor, Suppo…☆10Jul 13, 2023Updated 2 years ago
- ☆33Jul 25, 2024Updated last year
- The pytorch implementation for "DSNUNet: An Improved Forest Change Detection Network by Combining Sentinel-1 and Sentinel-2 Images".☆13Oct 12, 2022Updated 3 years ago
- ☆10Dec 12, 2023Updated 2 years ago
- A Python Package for Tree Instance Segmentation in 3D Point Clouds.☆30Apr 19, 2026Updated last month
- Python package with functions for assessing land change, drought vulnerability, and urbanization☆16May 20, 2026Updated last week
- mSCOPE Matlab codes☆15Feb 21, 2020Updated 6 years ago
- Sentinel-2 Satellite Images Semantic Segmentation with U-NET☆24Dec 1, 2024Updated last year
- 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.
- Learning in spectral network space☆14Jul 28, 2022Updated 3 years ago
- ☆14Dec 18, 2023Updated 2 years ago
- Coupled Chain Radiative Transfer Models☆16Mar 12, 2025Updated last year
- Building a verification system based on the finger vein image is a hard problem since it goes through many steps including vein detection…☆10Jan 6, 2020Updated 6 years ago
- Tool to compare the outputs of the LandTrendr and CCDC algorithms for a single Landsat pixel☆20Jul 7, 2021Updated 4 years ago
- A tutorial explaining how to run a unet segmentation in PyTorch using Geotiffs as input☆59Jan 3, 2025Updated last year
- This is the simple geodjango app, in which user can add the locational information from django-admin and the location information will be…☆14Dec 28, 2020Updated 5 years ago
- Gaussian Process emulators in Python☆18Feb 21, 2019Updated 7 years ago
- code-hosting for Terminus plugin (QGIS)☆12Mar 12, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A Marketplace with Multi-Vendor based on Medusa that will be in Production ASAP☆11Apr 20, 2023Updated 3 years ago
- python version of RothC 26.3 Soil Carbon Model☆23May 12, 2024Updated 2 years ago
- ☆23Aug 21, 2025Updated 9 months ago
- Codebase for land cover classification with U-Net☆25Dec 20, 2018Updated 7 years ago
- Land cover classification notebook using Python☆13Nov 29, 2024Updated last year
- [ISPRS 23] Deforestation Detection in the Amazon with Sentinel-1 SAR Image Time Series☆12Jan 22, 2024Updated 2 years ago
- This project is created in order to compare the differences between the convolutional neural network with and without Gabor's feature ext…☆11Nov 3, 2020Updated 5 years ago
- ☆11Feb 17, 2025Updated last year
- A simple todo list app written in Swift and SwiftUI using UserDefaults as backing storage for Local Hack Day: Build (2019) at the Univers…☆13Feb 28, 2022Updated 4 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.
- Simple todo list app for iOS with reminder notifications, using SwiftUI.☆18Mar 10, 2023Updated 3 years ago
- NewsAgent is an enterprise-grade news aggregation agent designed to fetch, query, and summarize news from multiple sources at scale.☆27Oct 13, 2025Updated 7 months ago
- R 'reticulate' wrapper for `segment-geospatial` 'Python' package for segmenting geospatial data with the ‘Segment Anything Model’ (SAM).☆14May 8, 2023Updated 3 years ago
- Pytorch implementation of the deepforest model for tree crown RGB detection.☆17Jun 6, 2021Updated 4 years ago
- R package for calculating morphometry of lakes☆13Sep 25, 2024Updated last year
- Notebook for land cover classification with UNET☆23Nov 29, 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