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---
title: Freshvision
emoji: 🐨
colorFrom: yellow
colorTo: yellow
sdk: gradio
sdk_version: 4.42.0
app_file: app.py
pinned: false
license: mit
---
# FreshVision with [EfficientNet](https://pytorch.org/hub/nvidia_deeplearningexamples_efficientnet/)
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](https://pytorch.org/vision/main/models/generated/torchvision.models.efficientnet_b0.html)
* EfficientNetB2 [docs](https://pytorch.org/vision/main/models/generated/torchvision.models.efficientnet_b2.html#torchvision.models.efficientnet_b2)
## Prerequisites
* Python 3
* torch 2.4.0
* torchvision 0.19.0
* tqdm
* tensorboard
## References
* https://pytorch.org/hub/nvidia_deeplearningexamples_efficientnet/
* https://data.mendeley.com/datasets/6ps7gtp2wg/1 |