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dmatos2012/torch-object-detection

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Motivation

Use this repo to implement the following

  • Git CI pipeline
  • Train networks in order to detect dogs and cats
  • Log experiments to Weights & Biases
  • Perform hyperparameter optimization - check methods
  • Perform some type of basic knowledge distillation/ quantization.
  • Deploy to AWS

TODOs

  • GIT CI pipeline
  • Log exp with W&B
  • Hyperparameter optimization
  • Deploy AWS

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Object detection in Open Images + Deployment to AWS

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