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Scalable Machine Learning Image classifier on AWS Sagemaker

Dataset Description

The dataset is small. It contains the following 20 categories:

  • bike
  • crab
  • ipod
  • license-plate
  • owl
  • playing-card
  • raccoon
  • smokestack
  • spaghetti
  • syringe
  • chandelier
  • grapes
  • ketch
  • octopus
  • paperclip
  • pyramid
  • skateboard
  • soda-can
  • speed-boat
  • umbrella

The training data contains the above-mentioned 20 categories, with 40 images in each category (800 images total).

Notebook script for data preparation, training and model deployment.

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AWS - Sagemaker - Image classification with Python - Scalable ML

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