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Script and dataset used to explain and demonstrate learning bias in ML projects

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noammansur/ML-LearningBias

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LearningBias

We did this work as an opening for a lecture about learning bias

See LearnigBias - overview.pptx to see our work

Running on your own

  1. Clone
  2. Extract the training data from training_data.zip OR Create your own dataset and put it under training_data directory with the folder name as the label and all the files inside that match the label, I used "Fatkun Batch Download Image" chrome extension for it
  3. Give +X permissions to both scripts e.g chmod +x train_script.sh, chmod +x test_image.sh
  4. Run train_script.sh to train your network, this will train the network under your tmp folder
  5. Run test_image.sh e.g test_image.sh misleading_dog.jpg

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Script and dataset used to explain and demonstrate learning bias in ML projects

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