NijatZeynalov / Satellite-images-to-real-maps-with-Deep-Learning
In this project, I developed a Pix2Pix generative adversarial network for image-to-image translation. I have used the so-called maps dataset used in the Pix2Pix paper.
☆27Updated 4 years ago
Alternatives and similar repositories for Satellite-images-to-real-maps-with-Deep-Learning:
Users that are interested in Satellite-images-to-real-maps-with-Deep-Learning are comparing it to the libraries listed below
- ☆19Updated 4 years ago
- Achieved a jaccard index of 0.75 with 100 images.LandCoverNet is a global annual land cover classification training dataset with labels f…☆11Updated 4 years ago
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆61Updated 2 years ago
- Converting Aerial | Satellite images in RGB to the digital map using GAN (Pix2Pix).☆12Updated 4 years ago
- List of datasets and codes for remote sensing LULC applications.☆39Updated 8 months ago
- Removing cloud cover in Sentinel-2 satellite images using only optical data and a novel augmented training approach using conditional GAN…☆34Updated 3 years ago
- Centroid-UNet is deep neural network model to detect centroids from satellite images.☆31Updated 3 years ago
- This repository is a complete walkthrough to download the "landcovernet" dataset that contains label masks for Sentinel 2 images from Afr…☆21Updated 4 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆49Updated 3 months ago
- Deep Learning Model For Water/Ice/Land Classification Using Large-Scale Medium Resolution Landsat Satellite Images☆14Updated 5 years ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated last year
- ☆19Updated 4 months ago
- Using Deep Learning To Identify And Classify Building Damage☆15Updated 7 months ago
- NGA Deep Learning☆27Updated 3 years ago
- Oil Spill Detection Based on Deep Convolution Neural Network using Polarimetric Scattering Information from Sentinel-1 SAR Images☆10Updated 3 years ago
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆12Updated last year
- Practical Project for Semantic Segmentation of Building Footprint from Satellite Images☆23Updated 3 years ago
- A set of scripits that use the Google Earth Engine pyhton API for the automatic creation of datasets for AI applications.☆20Updated 9 months ago
- Road Detection from Remote Sensing Imagery using Deep Learning Techniques☆17Updated 2 years ago
- Convolutional NN for change detection☆23Updated 5 years ago
- Super-Resolution of Satellite Images using Deep Learning☆15Updated 3 years ago
- Hyperspectral image generator with augmentation for Keras☆42Updated 7 months ago
- ☆15Updated 2 years ago
- Cloud masking for Landsat-8 & Sentinel-2☆34Updated 3 years ago
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆48Updated 7 months ago
- Image classification on Sentinel-2 satellite imagery.☆34Updated last year
- ☆53Updated 4 years ago
- Dataset for training and evaluating tree detectors in urban environments with aerial imagery☆32Updated 10 months ago
- Image segmentation models for building localization and damage assessment based on satellite imagery from the xBD dataset which was used …☆42Updated last year
- Satellite cloud removal with Deep Image Prior.☆68Updated 7 months ago