This web application is designed to classify photos of animals into one of the following 10 categories: dog, horse, elephant, butterfly, hen, cat, cow, sheep, spider, and squirrel.
Exmaple usecase:
This web application operates through an API that was developed by deploying a Flask app to Google Cloud Run.
The flask app takes a image file from a user then returns a output of a ml model got by passing processed image array.
The model was created by using InceptionV3 as a base and adding a few more layers to it. Then it was trained with Animals-10. For more details about training the model, you can check this Google Colab notebook