FadyGrAb / fruit-origins

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FruitifyMe App

Select your photo and and see how many fruits you look like πŸ‡πŸ‰πŸ₯­πŸŒπŸŠ.
usage

Description:

This is a project submission for GitHub + DEV 2023 Hackathon. The project is comprised of:

  1. Frontend: A single page React.js app.
  2. Deep learning Model: A simple Tensorflow CNN (Convolutional Neural Network) image classifier. 27 classes from the Fruits Images Dataset were used to train/test this model.
  3. AWS Infrastructure: S3, Lambda, ECR and API Gateway.
  4. CI/CD Pipelines: Github Actions for Model and Site deployment.
    arch

About

License:Apache License 2.0


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