This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.
☆54Oct 7, 2022Updated 4 years ago
Alternatives and similar repositories for land_cover_classification_unet
Users that are interested in land_cover_classification_unet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python Landscape Classification Tool (PyLC) - PyTorch-based semantic segmentation network for land cover classification of oblique ground…☆17Jul 31, 2023Updated 3 years ago
- ☆11May 27, 2026Updated 5 months ago
- ☆13Dec 22, 2023Updated 2 years ago
- ☆14Jun 19, 2021Updated 5 years ago
- Multi-class satellite semantic segmentation using PyTorch framework☆18Feb 24, 2021Updated 5 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.
- ☆15Mar 29, 2024Updated 2 years ago
- The semantic segmentation of remote sensing images☆16Jul 29, 2022Updated 4 years ago
- Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery☆19Jan 26, 2024Updated 2 years ago
- Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)☆10Nov 7, 2022Updated 3 years ago
- ☆20Jan 15, 2025Updated last year
- DeepGlobe Land Cover Classification Challenge遥感影像语义分割☆235May 20, 2020Updated 6 years ago
- A cost-effective and robust mapping method for diverse crop types using weakly supervised semantic segmentation with sparse point samples☆21Jun 16, 2025Updated last year
- Land Cover Change Detection using Satellite Image Segmentation.☆53Dec 22, 2024Updated last year
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆74Mar 9, 2023Updated 3 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.
- ☆23Aug 26, 2025Updated last year
- Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"☆21Jul 14, 2025Updated last year
- Repository associated with the paper: Multi-Temporal Polarimetric SAR (MT-PolSAR) Change Detection For Crop Monitoring And Crop Type Clas…☆15Oct 3, 2022Updated 4 years ago
- This is the repository for "A Segment Anything Model based weaky supervised learning method for crop mapping using Sentinel-2 time series…☆22Sep 19, 2024Updated 2 years ago
- Extracting Buildings from Aerial Images☆11Dec 6, 2019Updated 6 years ago
- Official code: "Integrating Segment Anything Model derived boundary prior and high-level semantics for cropland extraction from high-reso…☆20May 26, 2025Updated last year
- Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"☆30Mar 5, 2025Updated last year
- Baseline model for crop type segmentation as part of the HLS FM downstream task evaluations☆23Feb 5, 2024Updated 2 years ago
- Convolutional Neural Network and image segmentation for land classification of high resolution multispectral imagery (Planet - 3m resolut…☆11Sep 28, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Semantic Segmentation of MBRSC Aerial Imagery of Dubai Using a TensorFlow U-Net Model in Python☆22Nov 10, 2022Updated 3 years ago
- State-of-the-art crop type classification with Sentinel 2 imagery☆21May 10, 2019Updated 7 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆105Sep 28, 2023Updated 3 years ago
- Massachusetts Road extraction by u-net using fastaiv1☆13Apr 7, 2020Updated 6 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Jan 23, 2023Updated 3 years ago
- ☆16Feb 3, 2024Updated 2 years ago
- [ISBI 2024] Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation…☆16Feb 23, 2025Updated last year
- Using Satellite Imagery to detect ships (Basic Object Detection)☆14Nov 11, 2019Updated 6 years ago
- Codebase for land cover classification with U-Net☆25Dec 20, 2018Updated 7 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.
- Deep learning models for remote sensing applications☆218Jun 22, 2026Updated 4 months ago
- Pytorch implementation of "Few-shot Learning for Crop Mapping from Satellite Image Time Series"☆10Apr 27, 2024Updated 2 years ago
- A repository of demo apps built using Greppo.☆14Nov 6, 2022Updated 3 years ago
- Cloud Optimized Shapefiles☆12Oct 29, 2025Updated last year
- ☆10May 14, 2023Updated 3 years ago
- A PyTorch implementation of U-Net for aerial imagery semantic segmentation.☆85Oct 17, 2021Updated 5 years ago
- pytorch,unet,aerial image,segnet,pspnet,satellite,segmentaion☆29Feb 17, 2021Updated 5 years ago