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cs4245_cv_project_zebra_fish's Introduction

CS4245_cv_project_zebra_fish

This was a project for the TU Delft course CS4245 Seminar Computer Vision by Deep Learning (2019/20 Q4) with real-world applications. For more information, see the poster.

Poster

alt text

Reproducibility

  • The dataset has been made publicly available and can be found here.
  • The source code publicly available in this repo.
  • The training process can be replicated using this notebook which can easily be run in collab.
  • The model weights for the final standard and fish type model can be found our google drive.

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cs4245_cv_project_zebra_fish's Issues

Write an overview of the data.

  • What are the inputs?
  • What are the targets?
  • What are the image sizes?
  • Do we need to preprocess the images?
  • How much data is there?
  • etc

Explore the problem domain

  • Write down a clear problem definition.
  • Project goals overview.
  • Write down clear metrics that measure how well the model performs.
  • What are problem domain aspects we need to know about and take into account?

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