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πŸ“ Classification of fruits images

OPENCLASSROOMS - Data Scientist - Project 8

This repository contains files for a Big Data project that featurize images with a MobileNetV2 model using Google Cloud Platform.

πŸ“Š Data

The dataset used for this project is the Fruits 360, which includes more than tens of thousands images of fruits (size 100x100 pixels).

πŸ“ Files

  • notebook_local.ipynb : Images processing using PySpark (local instance)
  • notebook_cloud.ipynb : Images processing using PySpark (notebook uploaded on GCP)
  • pyspark_script.py : Images processing using PySpark (script run on GCP)
  • projet8_presentation.pdf: Final presentation of the project

πŸ› οΈ Tools

  • Python 3.x
  • Jupyter Notebook
  • NumPy
  • Pandas
  • Tensorflow
  • PySpark
  • GCP : Storage, Dataproc

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