mohit-kaushik / Satellite_To_MapGenerationLinks
Converting Aerial | Satellite images in RGB to the digital map using GAN (Pix2Pix).
☆12Updated 4 years ago
Alternatives and similar repositories for Satellite_To_MapGeneration
Users that are interested in Satellite_To_MapGeneration are comparing it to the libraries listed below
Sorting:
- In this project, I developed a Pix2Pix generative adversarial network for image-to-image translation. I have used the so-called maps data…☆28Updated 5 years ago
- Scripts to process aerial imagery☆33Updated 4 years ago
- Aerial Image segmentation by PyTorch☆31Updated last year
- PyTorch Implementation of Pix2Pix framework to train a U-Net with Generative Adversarial Network to map Satellite Imagery to an equivalen…☆48Updated 5 years ago
- Ship detection and localization from satellite images☆24Updated 2 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…☆12Updated 5 years ago
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆97Updated 3 years ago
- ☆19Updated 3 years ago
- ☆21Updated 3 years ago
- Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning☆93Updated 4 years ago
- Ship detection from remote sensing imagery is a crucial application for maritime security which includes among others traffic surveillanc…☆38Updated 5 years ago
- Applying YOLOv8 to Kaggle Ships in Google Earth dataset☆13Updated 2 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆50Updated 10 months ago
- Land surface classification using remote sensing data with unsupervised machine learning (k-means).☆34Updated 6 years ago
- NASA SEES (2021): CNN Mosquito Detection Research☆12Updated 3 years ago
- Automatic Detection of Solar Panels in High-Resolution Aerial Imagery.☆20Updated 6 months ago
- Workflow and tools for detecting snow-covered area, accumulation area ratio, and seasonal snowlines on mountain glacier surfaces using La…☆12Updated 5 months ago
- Using U-Net Model to Detect Wildfire from Satellite Imagery☆78Updated last year
- this repo code is related to earth observation related projects ranging from satellite imagery analysis to multiple case studies☆17Updated 7 months ago
- Using GAN to do super resolution of satellite images☆16Updated 4 years ago
- Pytorch implementation of the deepforest model for tree crown RGB detection.☆17Updated 4 years ago
- A repository for CNN based binary and semantic segmentation models for the task of segmenting roads and buildings from aerial images☆15Updated 5 years ago
- Centroid-UNet is deep neural network model to detect centroids from satellite images.☆32Updated 3 years ago
- A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitori…☆20Updated 3 years ago
- Fast Segment Anything☆48Updated last year
- Building boundary regularization on the MapAI dataset☆11Updated 2 years ago
- Automated building polygon extraction from satellite imagery☆15Updated 6 years ago
- Removing cloud cover in Sentinel-2 satellite images using only optical data and a novel augmented training approach using conditional GAN…☆35Updated 3 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation…☆39Updated 4 years ago
- The presented experiment aims at using Pix2Pix network to segment the building footprint from Satellite Images.☆54Updated 5 years ago