jeremyjordan/flower-classifier

Issues

• update how we manage datasets

  #56 opened 3 years ago by jeremyjordan
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• Improve "other {breed} examples" photos with memorization

  #61 opened 3 years ago by jeremyjordan
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• Add alternative names to top image prediction

  #60 opened 3 years ago by huffmanjohnf
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• abstract mapping of class idx to class names

  #59 opened 3 years ago by jeremyjordan
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• add photo examples for top image prediction

  #52 opened 3 years ago by jeremyjordan
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• collect feedback from users in the app

  #53 opened 3 years ago by jeremyjordan
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• explore various data augmentation strategies

  #40 opened 4 years ago by jeremyjordan
  1

• allow users to submit photos to training set

  #36 opened 3 years ago by jeremyjordan
  1

• explore various backbone architectures

  #18 opened 4 years ago by jeremyjordan
  2

• open access to streamlit

  #32 opened 4 years ago by jeremyjordan
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• better config management with hydra

  #29 opened 4 years ago by jeremyjordan
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• explore domain adaptation strategies targeting test set distribution

  #28 opened 4 years ago by huffmanjohnf
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• log confusion matrix in training runs

  #23 opened 4 years ago by jeremyjordan
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• write a callback to log images for model errors

  #14 opened 4 years ago by jeremyjordan
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• build a model inference app

  #17 opened 4 years ago by jeremyjordan
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• reorganize train script + expose through CLI

  #20 opened 4 years ago by jeremyjordan
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• write some tests for models and training

  #19 opened 4 years ago by jeremyjordan
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• add a makefile for the project

  #7 opened 4 years ago by jeremyjordan
  1

• create baseline model from torchvision

  #3 opened 4 years ago by jeremyjordan
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• self-supervised learning on internet flower photos

  #4 opened 4 years ago by jeremyjordan
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• hierarchical flower breed predictions

  #13 opened 4 years ago by jeremyjordan
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• create our own test set (iphone flower photos)

  #5 opened 4 years ago by jeremyjordan
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• [BUG] model checkpointing isn't saving weights

  #15 opened 4 years ago by jeremyjordan
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• set up experiment tracking server

  #11 opened 4 years ago by jeremyjordan
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• add oxford vgg flowers dataset

  #2 opened 4 years ago by jeremyjordan
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