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FreshVision with EfficientNet

tomatoo

FreshVision is a machine learning model to classify freshness for fruits and vegetables. This model is built using EfficientNet. EfficientNet is an image classification model family thas has been trained on more than a million images from the ImageNet database.

Models library

  • EfficientNetB0 docs
  • EfficientNetB2 docs

Prerequisites

  • Python 3
    • torch 2.4.0
    • torchvision 0.19.0
    • tqdm
    • tensorboard

References

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Fruits freshness classifier with EfficientNet trained on Spoiled and fresh fruit inspection dataset, currently available for bananas, apples, and oranges

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