Generating cats with Tensorflow

Using science to generate images of cats and serve this as a service on azure? ☁️🙀 Why not!

To achieve this we’ll use the following technologies:

• Python 3.8 and Jupyter Notebook 🐍
• Tensorflow 2.3.1 (cpu) 🤖
• Flask 🌶
• Docker & docker hub 🐳
• Azure container service 📦

What are Deep Convolutional Generative Adversarial Networks?

Google says: “Generative Adversarial Networks (GANs) are one of the most interesting ideas in computer science today. Two models are trained simultaneously by an adversarial process. A generator (“the artist”) learns to create images that look real, while a discriminator (“the art critic”) learns to tell real images apart from fakes.”

Training of GANs is a process of training two neural nets simultaneously.