🍓 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.

📊 Data

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

📁 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

🛠️ Tools

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