yfeng997 / satellite_building_detection.pytorch
Experiments to detect and classify residential buildings from satellite images
☆30Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for satellite_building_detection.pytorch
- Mask RCNN trained to detect buildings from the SpaceNet Off Nadir dataset☆18Updated 5 years ago
- Urban change model designed to identify changes across 2 timestamps☆61Updated last year
- Automated Building Detection using Deep Learning☆96Updated 2 years ago
- The SpaceNet 7 Baseline Algorithm☆33Updated 4 years ago
- ☆29Updated 2 months ago
- Satellite image processing pipeline to classify land-cover and land-use☆81Updated 7 years ago
- Super-Resolution Utilities for managing large satellite images☆16Updated 5 years ago
- Experimenting with convolutional neural networks (CNN) to detect buildings in satellite imagery☆12Updated 6 years ago
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆91Updated 2 years ago
- ☆49Updated last year
- Geoseg - A Computer Vision Package for Automatic Building Segmentation and Outline extraction☆104Updated 3 years ago
- Building Extraction / Semantic Segmentation from remote sensing images☆33Updated last year
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆78Updated last year
- Exploring the use of machine learning to convert a Digital Surface Model (e.g. SRTM) to a Digital Terrain Model☆61Updated 3 years ago
- Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://t…☆47Updated 3 years ago
- ☆28Updated 4 years ago
- List of labelled remote sensing datasets for use in deep learning.☆57Updated 7 years ago
- An open-source semi-automated processing chain for urban OBIA classification.☆77Updated 4 years ago
- Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.☆187Updated last year
- Implementing a remote sensing object detector using Tensorflow object detection API☆21Updated 5 years ago
- A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery☆65Updated 11 months ago
- remote sensing (RS) image annotation tool for deep learning☆14Updated 5 years ago
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆107Updated 2 years ago
- Urbanization detection using computer vision algorithms to reduce the reliance on the data of government surveys, which will speed up the…☆16Updated 4 years ago
- Road Detection from satellite images using U-Net.☆55Updated 10 months ago
- NGA Deep Learning☆28Updated 3 years ago
- This project is to identify buildings in satellite using Unet and masking method☆10Updated 6 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆92Updated last year
- ChunpingQiu / Human-settlement-extent-detection-from-Sentinel-2-images-via-fully-convolutional-neural-networks-☆12Updated 4 years ago