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README.md

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Log

Monday 11th of May

  • Data preprocessing and investigation
  • Clean up the data labels.
  • Make train, test and val splits for pretraining and transfer learning.

Tuesday 12th of May

  • Trimming pre-processing script
  • Dataset definitions and tests
  • Cleaning image data
  • Add pad to square and resizing operations to homogenize the images

Wednesday 13th of May

  • add imagenet rgb norm
  • add losses
  • add network definitions
  • add model definition
  • first pretraining

Thursday 14th of May

  • add confusion matrix
  • add f-scores metric

Friday 15th of May

  • add focal loss

Saturday 16th of May

  • add Flip Left Right Augmentation
  • make inference script for test