The problem Fruits Classification solves

We have implemented a neural network for classifying fruits as during this pandemic a better way to make ourselves healthy is having fruits daily. So keeping this in mind we have created a CNN model that will classify the fruits into two categories fresh and rotten. We have deployed the model into a web application using flask. So that user will upload the image of a fruit and that will be classified into fresh and rotten. This will tell the user not to consume rotten fruits as they are not healthy for body and it may also lead to illness and digestion problems.

Challenges we ran into

Model Accuracy is one of the most issues that we faced along with the deployment issues.