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detectron2_pdm's Introduction

Detectron2 PDM

Usage

  • Apply black masks using black_mask.py
    • eg. python folder/to/images mask1.png mask2.png
  • Prepare dataset using split.cmd and zip.cmd
  • Train the Mask R-CNN model using Detectron-PDM.ipynb Open In Colab
  • Validation data is in the validation folder
    • plot these using TensorBoard
    • eg. tensorboard --logdir validation --port 6008
  • Plot graphs from the evaluation results using Detectron-PDM-Results.ipynb Open In Colab
  • Evaluation plots are in the graphs folder
  • Dataset

Acknowledgements

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