aokdata / Land_Cover_ClassificationLinks
A deep learning (neural network) land cover classification project using satellite images (remote sensing).
☆34Updated 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
Sorting:
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆99Updated 2 years ago
- This repository is a complete walkthrough to download the "landcovernet" dataset that contains label masks for Sentinel 2 images from Afr…☆26Updated 5 years ago
- crop classification using deep learning on satellite images☆133Updated 4 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆52Updated 11 months ago
- Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.☆264Updated 3 years ago
- Application of deep learning for earth observation.☆124Updated last year
- Road Detection from Remote Sensing Imagery using Deep Learning Techniques☆19Updated 3 years ago
- Notebook for land cover classification with UNET☆16Updated last year
- Practical Project for Semantic Segmentation of Building Footprint from Satellite Images☆27Updated 4 years ago
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆100Updated 4 years ago
- Code for journal paper "Deep Learning for Land Cover Change Detection".☆39Updated 4 years ago
- List of datasets and codes for remote sensing LULC applications.☆51Updated last year
- This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification)…☆52Updated 3 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆163Updated 2 years ago
- Code & trained network files of FCNs to delineate agricultural field boundaries☆27Updated 4 years ago
- The proposed system will be able to predict the crop yield production which will be useful to farmers for harvesting and storage. The sys…☆29Updated 10 months ago
- Image classification on Sentinel-2 satellite imagery.☆40Updated 2 years ago
- ☆14Updated 4 years ago
- NGA Deep Learning☆28Updated 4 years ago
- This study investigates the aspect of localizing and counting trees using satellite images to create an inventory of incoming and outgoin…☆81Updated 3 years ago
- ☆32Updated 5 years ago
- Satellite Image Segmentation for Flood Detection and Analysis using UNET with Resnet-34 as the back bone.☆48Updated 4 years ago
- Sample scripts and notebooks on processing satellite imagery Python Geospatial raster☆204Updated 7 months ago
- ☆62Updated 6 years ago
- Training and deployment of deep learning models for satellite & aerial imagery☆66Updated 4 months ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- Object-based Image Analysis (OBIA)☆25Updated 3 years ago
- ☆188Updated 2 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆114Updated 4 years ago
- Codebase for land cover classification with U-Net☆25Updated 7 years ago