---
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/)

![tomatoo](https://media.tenor.com/N3Glefqal5AAAAAe/tomato-meme.png)

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