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README.md

CSI4106 Final Project

  • This project is exploring the influences of image resolutions in classification.

  • The project can be explained in following images

project overview

Getting Started

  • First install the dependencies
    pip install -r requiremnts.txt
  • To Run the training

    • specified the model name in train.py with model_name in one of following
      1. densenet64 for super resolutions densenet
      2. densenet for naive processed image densenet
      3. msrn for multi-scaled residual netowrk
  • To tested with the network

    • run jupyter notebook PROJECT_DIR
    • and opens up demo.ipynb to show our training result.

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Testing Super resolution in Classifier.

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