aokdata / Land_Cover_Classification
A deep learning (neural network) land cover classification project using satellite images (remote sensing).
☆27Updated 2 years ago
Alternatives and similar repositories for Land_Cover_Classification:
Users that are interested in Land_Cover_Classification are comparing it to the libraries listed below
- This repository is a complete walkthrough to download the "landcovernet" dataset that contains label masks for Sentinel 2 images from Afr…☆22Updated 4 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆50Updated 4 months ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆89Updated last year
- Practical Project for Semantic Segmentation of Building Footprint from Satellite Images☆25Updated 3 years ago
- List of datasets and codes for remote sensing LULC applications.☆44Updated 9 months ago
- Road Detection from Remote Sensing Imagery using Deep Learning Techniques☆18Updated 2 years ago
- Code for journal paper "Deep Learning for Land Cover Change Detection".☆38Updated 4 years ago
- ☆13Updated 3 years ago
- Slums detection through VHR and MR imagery☆14Updated 11 months ago
- NGA Deep Learning☆27Updated 3 years ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated last year
- Object-based Image Analysis (OBIA)☆24Updated 2 years ago
- This is a Semester Project which aim is to implement a Deep Learning model in order to detect Flood Events from Satellite Images☆35Updated 2 years ago
- Codebase for land cover classification with U-Net☆19Updated 6 years ago
- Cloud masking for Landsat-8 & Sentinel-2☆34Updated 3 years ago
- An LSTM to generate a crop mask for Togo☆30Updated 4 years ago
- Code for the paper Multi Modal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery published …☆28Updated 4 years ago
- ☆35Updated 2 years ago
- Crop classification of fields in South Africa using multispectral imagery☆17Updated 2 years ago
- Image classification on Sentinel-2 satellite imagery.☆36Updated last year
- classification of remote sensing images using Convolutional Neural Networks (CNN)☆18Updated 5 years ago
- Machine learning in geospatial data☆28Updated last year
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆16Updated last year
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆95Updated 3 years ago
- This repo is the solution for landslide4Sense challenge.☆45Updated 2 years ago
- Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images☆19Updated 2 years ago
- Agricultural Monitoring exploiting Sentinel 1 and Sentinel 2. SandboxNL contains detailed explanations about the creation and usage of th…☆21Updated 3 years ago
- geospatial-study☆27Updated 11 months ago
- Soil parameter estimation from hyperspectral satellite images☆24Updated 2 years ago
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆62Updated 2 years ago