ManishSahu53 / Vector-Map-Generation-from-Aerial-Imagery-using-Deep-Learning-GeoSpatial-UNETView on GitHub
We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in densely compacted areas using medium resolution satellite/UAV orthoimages. We adopted standard UNET architecture, additionally added batch normalization layer after every convolution, to label every pixel in the ima…
☆99Feb 3, 2022Updated 4 years ago
Alternatives and similar repositories for Vector-Map-Generation-from-Aerial-Imagery-using-Deep-Learning-GeoSpatial-UNET
Users that are interested in Vector-Map-Generation-from-Aerial-Imagery-using-Deep-Learning-GeoSpatial-UNET are comparing it to the libraries listed below
Sorting:
- Converting Aerial | Satellite images in RGB to the digital map using GAN (Pix2Pix).☆12Dec 7, 2020Updated 5 years ago
- ☆12Aug 28, 2016Updated 9 years ago
- A new architecture of semantic segmentation called Dense-Attention Networks.☆14Nov 10, 2018Updated 7 years ago
- Photogrammetry for everyone!☆22Jul 11, 2025Updated 7 months ago
- This repository contains the code for our fast polygonal building extraction from overhead images pipeline.☆330Oct 2, 2023Updated 2 years ago
- Building-a-nets: robust building extraction from high-resolution remote sensing images with adversarial networks☆31Jul 13, 2018Updated 7 years ago
- Single View Geocentric Pose☆55Oct 27, 2021Updated 4 years ago
- 🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.☆397Aug 30, 2020Updated 5 years ago
- Urban block renewal maximizing outdoor thermal comfort using deep reinforcement learning methods.☆10Mar 3, 2022Updated 4 years ago
- Aligning and Updating Cadaster Maps with Remote Sensing Images☆79Sep 3, 2020Updated 5 years ago
- Aidan Blair☆17Oct 21, 2019Updated 6 years ago
- Building Extraction / Semantic Segmentation from remote sensing images☆39Feb 24, 2023Updated 3 years ago
- 2018 Master's Project: Program to do online 3D reconstruction with pose correction of UAV. High localization and object dimensional accur…☆13Oct 20, 2018Updated 7 years ago
- Open source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep…☆196Jan 16, 2020Updated 6 years ago
- All the useful tools I have been using while working in data science for remote sensing☆11Nov 27, 2019Updated 6 years ago
- Deep learning applied to georeferenced datasets☆190Feb 27, 2026Updated last week
- Restor's ML pipeline for tree crown mapping in aerial images☆40May 8, 2025Updated 9 months ago
- image mosaicing dataset (UAV)☆22May 21, 2019Updated 6 years ago
- The goal of Project E-foto is to provide the full implementation of a digital photogrammetric workstation as free software under a GNU GP…☆26Sep 16, 2025Updated 5 months ago
- Replay a video in sync with a gps track displayed on the map.☆51Feb 16, 2023Updated 3 years ago
- Open solution to the Mapping Challenge☆388Mar 22, 2021Updated 4 years ago
- OpenCV Tool to Correct and Apply Distortion Dewarp to DJI Drone Images via EXIF Tags.☆27May 3, 2019Updated 6 years ago
- Building footprint segmentation from satellite and aerial imagery☆164Jul 30, 2024Updated last year
- Geoseg - A Computer Vision Package for Automatic Building Segmentation and Outline extraction☆116Jun 22, 2021Updated 4 years ago
- ☆49Sep 12, 2017Updated 8 years ago
- [CVPR'W19-Oral] Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images"☆149Apr 3, 2021Updated 4 years ago
- A softeware for image based building modeling.☆15Nov 26, 2014Updated 11 years ago
- ☆12Jun 12, 2020Updated 5 years ago
- Multiple Instance Choquet Integral for Classifier Fusion and Regression☆11Jul 10, 2019Updated 6 years ago
- The 3DPlan algorithm was developed during my diploma thesis, entitled "Automated detection of edges in point clouds using semantic inform…☆11Apr 25, 2022Updated 3 years ago
- Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.☆202Jun 29, 2023Updated 2 years ago
- Satellite Image Preprocessing for Enhanced Edge Detection using Canny Edge detection against HED NN☆14Sep 20, 2021Updated 4 years ago
- Annotation tool for segmentation labeling in satellite imagery☆19Feb 4, 2025Updated last year
- deepUnet architecture image segmentation model as part of Kaggle carvana competition. This single model gives 0.9964 score on IoU metrics…☆13Jan 17, 2018Updated 8 years ago
- Python Command line application (CLI) to delineate single trees from LiDAR data, DOM and DTM.☆15May 23, 2025Updated 9 months ago
- RETIRED - Serlio enables the execution of Esri CityEngine CGA rules inside of Autodesk Maya.☆17Jun 11, 2025Updated 8 months ago
- The presented experiment aims at using Pix2Pix network to segment the building footprint from Satellite Images.☆55Aug 26, 2020Updated 5 years ago
- DroneDeploy Machine Learning Segmentation Benchmark☆231Aug 23, 2022Updated 3 years ago
- Semantic Segmentation of Aerial Images☆25Oct 6, 2021Updated 4 years ago