prakharjadaun / Wind-Turbine-Instance-Segmentation-using-Detectron2

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Wind Turbine Detection Using Detectron2

The Wind Turbine Detection project utilizing Detectron2 employs computer vision techniques to accurately identify and locate wind turbines within images.

Installation

Setup detectron2 using the below commands locally

  git clone https://github.com/facebookresearch/detectron2.git
  python -m pip install -e detectron2

Install all required dependencies using requirement.txt file

  pip install -r requirements.txt

Screenshots

Average Precision of Model

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Streamlit UI

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Predictions

newplot (5)

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newplot (7)

newplot (5)

Flask Web-App UI

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Predictions

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