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Educational Implementation · Jupyter Notebook

FruitDeepLearning-Classifier

A Fruit Deep Learning Classifier built with 2 frameworks: MobileNetV2 and EfficientNetV2

What it is

This repository provides a transfer learning image classifier for distinguishing healthy vs rotten fruits and vegetables using PyTorch and pretrained MobileNetV2 or EfficientNetV2 backbones.

  • artificial-intelligence
  • artificialintelligence
  • classifier
  • classifier-model
  • deep-learning
  • deeplearning
  • deeplearning-ai
  • efficientnetv2
  • machine-learning
  • mobilenetv2

Scored from the code at its last scan, 12 Oct 2026. How merit is scored

Where it counts

  • Machine Learning90%
  • Computer Vision80%
  • Data Science20%
  • MLOps10%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the Machine Learning board

Whole board
  1. 50HTB-Lost-in-Hyperspace-WriteupEducational Implementation · Jupyter Notebook42.9/100ImplementationPop Alexandru
  2. 51Pix2PixTutorial / Demo · Jupyter Notebook42.5/100ImplementationSuceveanu Mircea Dan Sandu
  3. 52FruitDeepLearning-ClassifierEducational Implementation · Jupyter Notebook42.4/100ImplementationPop Alexandru
  4. 53AI_NotebooksEducational Implementation · Jupyter Notebook41.4/100ImplementationPop Alexandru
  5. 54AI_for_fun_i_guessTutorial / Demo · Python39.4/100Implementationvlad andrei

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