Fruit Detection App using deep learning.

July 19, 2022 | 307 Views

After searching a lot of datasets we found our perfect match i.e

We tried various deep-learning models for the dataset like the CNN model with different architectures, VGG 16.

Best model was the Vanilla CNN whose architecture can be seen below:

We chose AWS for our deployment services as it was a very convenient and flexible option.

Deployment Architecture :



Detailed Architecture:



Demo images:

We tried giving the below banana image for prediction.



Our prediction from the application :



But it was not performing well for some images like the below rotten orange image:


It was a prediction of Pomegranate Bad for Orange Bad.

We have to try various Deep Learning models for getting our predictions accurate.

Thanks for reading!