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Repo for generating renders, preparing dataset, training segmentation/detection and classification models

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muell135/LegoSorter

 
 

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LegoSorter

How to run

export LEGO_HOME=<set your lego home directory>
bash start.sh

// example of generating images
blender --background --addons importldraw --python render.py -- --width 400 --height 400 --output_dir "$LEGO_HOME/output" --part "$LEGO_HOME/dataset/ldraw/parts/1.dat" --scene "$LEGO_HOME/dataset/scenes/simple.blend" --ldraw "$LEGO_HOME/dataset/ldraw" --samples 10 --shift 0.6

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Repo for generating renders, preparing dataset, training segmentation/detection and classification models

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  • Jupyter Notebook 91.0%
  • Python 8.7%
  • Shell 0.3%