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Generate object detection datasets from individual objects with automatic bounding box annotations

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ODDGen - Object Detection Dataset Generator

Generate object detection datasets from individual objects with automatic bounding box annotations


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Features

  • Automatically generates object detection dataset along with bounding box annotations
  • Background remover for objects with backgrounds along with training script for U2NET if one requires a custom background remover
  • Add backgrounds to generated images
  • Easily scalable to generate tens of thousands of images through batching

Installation

git clone https://github.com/pranftw/oddgen.git
cd oddgen
# create and activate virtual environment
pip install -r requirements.txt

Example


methodology

Download PyTorch files for Background Remover

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Generate object detection datasets from individual objects with automatic bounding box annotations

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