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Comparing 3 ways to Deploy a Face Mask Classifier: Tensorflow, AWS Canvas, and Rekognition

  • A comparison of deploying a face mask classifier using TensorFlow, AWS Canvas, and Rekognition.
  • Methods included classic deep learning with TensorFlow, low-code/no-code with SageMaker Canvas, and Rekognition Custom Labels.
  • Evaluation criteria: ease of training/setup, deployment options, AWS pricing, computational cost & latency.
  • Results showed pros and cons of each method in terms of control, ease of use, cost, and portability.
  • Different approaches cater to various needs, emphasizing trade-offs in cost, control, and portability.

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