Detect Rooftops from low resolution satellite images and calculate area for cultivation and solar panel installment
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Jun 18, 2020 - Python
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rooftop-detection
Here are 10 public repositories matching this topic...
Scripts to process aerial imagery
python computer-vision matlab colab aerial-imagery segmentation semantic-segmentation road-detection segment-rooftops ortho-photo rooftop-segmentation uav-imagery rooftop-detection
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Dec 8, 2020 - Jupyter Notebook
Object detection with Mask-RCNN.
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Sep 6, 2020 - Jupyter Notebook
Building roof recognition project
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Jan 26, 2024 - Jupyter Notebook
The 'Advanced topics in Computer Science' big project by Duc Tran Van, Manh Hoang Duc, Hoang Pham Tuan Nguyen, Thang Pham Duc
deep-learning neural-network image-segmentation unet squeeze-and-excitation r2u-net rooftop-detection
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May 22, 2022 - Jupyter Notebook
Potential Flat Rooftop Detection using LiDAR and GIS for Rooftop Farming
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Sep 1, 2020 - R
An AI-powered tool that detects rooftops from satellite images, estimates solar panel potential and ROI, and provides smart recommendations using GPT
python opencv ai computer-vision deep-learning openai satellite-imagery gpt solar-energy huggingface streamlit rooftop-detection
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Jun 2, 2025 - Python
A deep learning UNET-BASED building footprint extraction using satellite imagery and geospatial analysis. Part of the GSEEP project.
computer-vision deep-learning gdal remote-sensing unet semantic-segmentation solar-energy geospatial-analysis mask-rcnn carbon-neutral energy-estimation rooftop-detection solar-mapping
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Apr 20, 2025 - Jupyter Notebook
Rooftop Canvas is a React-based web application designed to allow users to draw and select the roof of a house by creating a closed 2D geometry around the edges of a roof on an image. This tool is particularly useful for applications in real estate, architecture, and roofing services where precise roof measurements and outlines are required.
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May 30, 2024 - TypeScript
python deep-learning geospatial-data mapbox weather-forecast solar-energy mask-rcnn rooftop-segmentation rooftop-detection
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Dec 12, 2022 - Jupyter Notebook
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