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[WIP] Implemention of Recurrent Models of Visual Attention

  • Requirments

  1. pytorch1.0+
  2. python 3.6
  3. opencv
  • Structure

src

  • model.py: Contains the main model

  • dataloader.py: Dataloader for pytorch

  • glimpse.py: Glimpse Sensor Network used in model

  • utils.py: Utilities functions

  • solver.py: Main training code

  • Results


Results for small dataset of 100 images. Training Accuracy reached 100% indicating that the model is able to overfit a small dataset Training Accuracy reached 100% on validation set

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