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resume-validation's Introduction

Resume-validation

This will identify whether a document is CV or non-CV.

  • Drag and drop your training sample into training_data folder(use only PDF format only for the training). Put CVs in CV folder and non-CVs in non-CV folder.
  • Once you train the model(run classifier_model.py), model files(pickle) save under model folder(there will be two pickle files. One for classification model and other is for save the vectors).
  • Once you train the model you can run the prediction on your documents. Output saves in output folder and seperate the documents as CV,non-CV and Exception(Files which unable to handle).
  • This model can handle following file types.
    • doc, docx, odt
    • pdf
    • pptx
    • odp
    • zip files(zip files will extract into zipextract folder)

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