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https://github.com/chenzhaiyu/footprint-detection

Building Footprint Detection from Satellite Images

https://github.com/chenzhaiyu/footprint-detection

Science Score: 26.0%

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    CITATION.cff file
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    Found .zenodo.json file
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    Scientific vocabulary similarity
    Low similarity (3.7%) to scientific vocabulary

Keywords

building footprint
Last synced: 6 months ago · JSON representation

Repository

Building Footprint Detection from Satellite Images

Basic Info
  • Host: GitHub
  • Owner: chenzhaiyu
  • Language: Jupyter Notebook
  • Default Branch: master
  • Homepage:
  • Size: 2.94 MB
Statistics
  • Stars: 17
  • Watchers: 1
  • Forks: 6
  • Open Issues: 1
  • Releases: 0
Topics
building footprint
Created almost 7 years ago · Last pushed almost 5 years ago
Metadata Files
Readme

README.md

Building Footprint Detection

Building footprint detection from satellite/aerial images with Mask R-CNN and image matting (KNN matting, closed-form matting and Grabcut).

overview

Usage

Run python detect.py for detection, python evaluate.py for evaluation, and python regularize.py for regularizing the footprint. You may have to change the hardcoded paths in these scripts.

Dataset

You can download the cropped aerial image tiles and raster labels from WHU Building Dataset.

File Structure

│ detect.py │ evaluate.py │ mrcnn_demo.ipynb │ ├─matting │ closed_form_matting.py │ grabcut.py │ knn_matting.py │ solve_foreground_background.py │ ├─models │ models_here.txt │ ├─mrcnn │ config.py │ model.py │ parallel_model.py │ utils.py │ visualize.py │ __init__.py │ └─polygon regularize.py

Owner

  • Name: Zhaiyu Chen
  • Login: chenzhaiyu
  • Kind: user
  • Location: Munich, Germany
  • Company: Technical University of Munich

GitHub Events

Total
  • Watch event: 5
  • Fork event: 3
Last Year
  • Watch event: 5
  • Fork event: 3

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 24
  • Total Committers: 1
  • Avg Commits per committer: 24.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
czy c****t@c****m 24
Committer Domains (Top 20 + Academic)
chenzhaiyu.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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