imharrisonking / rooftop-segmentationLinks
Instance segmentation deep learning model built using PyTorch and fastai to classify rooftops and calculate their solar PV potential.
☆13Updated 11 months ago
Alternatives and similar repositories for rooftop-segmentation
Users that are interested in rooftop-segmentation are comparing it to the libraries listed below
Sorting:
- VGG-16 Model to Segment Rooftops from Aerial Imagery☆32Updated 2 years ago
- Building footprint segmentation from satellite and aerial imagery☆150Updated 10 months ago
- Regularization of Building Boundaries using Adversarial and Regularized losses☆138Updated last year
- A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery☆67Updated last year
- Detect Rooftops from low resolution satellite images and calculate area for cultivation and solar panel installment☆40Updated 4 years ago
- Automated Building Detection using Deep Learning☆101Updated 5 months ago
- Practical Project for Semantic Segmentation of Building Footprint from Satellite Images☆26Updated 3 years ago
- Training dataset for supervised learning☆57Updated 5 years ago
- ☆69Updated last year
- ☆17Updated 5 years ago
- Building Footprint Detection from Satellite Images☆16Updated 4 years ago
- Project developed for a Kaggle Competition organised by CentraleSupelec Deep Learning course. Final result: 1st place☆36Updated 2 years ago
- Orthogonalize polygon in python by making all its angles 90 or 180 deg☆77Updated 4 years ago
- Building boundary regularization on the MapAI dataset☆10Updated 2 years ago
- ☆61Updated 2 weeks ago
- ☆85Updated last year
- Road and Building Segmentation in Satellite Imagery☆139Updated 2 years ago
- Official implementation of the WACV 2025 paper "Pix2Poly: A Sequence Prediction Method for End-to-end Polygonal Building Footprint Extrac…☆78Updated this week
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆95Updated 3 years ago
- Dataset for training and evaluating tree detectors in urban environments with aerial imagery☆35Updated last year
- Deep learning system; Docker image access; Pypi package; GEE access; image segmentation; density estimation; dataset open; pre-trained mo…☆98Updated 3 months ago
- Inria Aerial Image Labeling - Building Footprint Extraction using Deep Semantic Segmentation☆14Updated 2 years ago
- A toolkit that enables building damage assessments from remotely sensed imagery.☆117Updated 2 months ago
- Aerial Image segmentation by PyTorch☆31Updated last year
- Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed…☆72Updated 2 years ago
- ☆33Updated 4 years ago
- Agricultural Monitoring exploiting Sentinel 1 and Sentinel 2. SandboxNL contains detailed explanations about the creation and usage of th…☆22Updated 3 years ago
- ☆63Updated 9 months ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆76Updated 10 months ago
- Detect field boundaries using satellite imagery.☆40Updated 3 years ago