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Capstone-2022-C22-PS080/Model-Uploader

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SSkin Model Uploader

Intended for uploading model to SSkin's GCP environment.

What it does

  • Load trained model from kaggle
  • Add base64 preprocessing layer for receiving input in base64 string format
  • Upload it to your Google Cloud Storage

Requirement

Before using this, the following requirements should satisfy:

  • A kaggle.json, authorized to access the corresponding kaggle output URL. Must be placed on default directory of Google Colabs.
  • A GCP service account's service key (.json), authorized to upload object to a corresponding project's bucket.

Steps to replicate

  • Fork this repository
  • Open the forked repository in google colabs
  • Prepare kaggle.json and GCP SA key and place them accordingly
  • Change the variables in source code to ur needs (like project name, bucket, and path)
  • Run the whole thing

LICENSE

See LICENSE

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Designated to preprocess and upload our model to GCS bucket

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