Creating Multi Task Models With Keras

About The Project!

I used the Keras and Tensorflow Library, To build a Deep Neural Network to Create a Multi-Task Model.

I used anaconda jupyter notebook but google colab can also be used.

The Model Will Detect Two Features at a Same Time From a Photo : That is to Determine The Number and The Predominant Colour. We used The Mnist Dataset.

Visual Representation!

Here, The Image Contain Some Noice and a Predominant Colour.

Model Architecture!

The Below Image Represent The Architecture as well as The Flow of The Deep Neural Network!

Model Prediction!

Here, are Some Sample Images Predicted By The Model!

Acknowledgement

• The Coursera Guided Project Creating Multi Task Models With Keras