Skip to content

Latest commit

 

History

History
19 lines (13 loc) · 1.18 KB

README.md

File metadata and controls

19 lines (13 loc) · 1.18 KB
Raw

Transfer-Learning-Image-Classification_Disney

This repo holds the code for a Disney-Princess-Classification Model using Transfer Learning via TensorFlow Hub modules. The Model is deployed on Google App Engine and uses Flask as a microframework.

>> Final Application

The project is for educational purposes:

  • Get to know GCP / GAE (Google App Engine)
  • Get familiar with Flask
  • Get familiar with GCP Cloud console or Cloud SDK
  • Get familiar with TensorFlow Hub and Transfer Learning
>> Detailed article

Image classification problem:

Image classification is a supervised learning problem. We define a set of target classes (in our case Disney Princesses), and train a model to recognize them using labeled example photos. In our example, we will make use of TensorFlow 2.x in order to build, train, and optimize our model.

alt text