Python and Flutter Application for Colouring and Enhancing Old Photos

Python and Flutter Application for Colouring and Enhancing Old Photos

Explore a 28-minute EuroPython Conference talk on developing a Python and Flutter application for colorizing and enhancing old photos. Learn about deep learning techniques, including autoencoder architecture with skip connections, and how to implement them using TensorFlow and Keras. Discover the process of building an API with Flask and creating a Flutter mobile application for user interaction. Gain insights into gamma correction, super-resolution, and other image processing techniques. Follow along as the speaker demonstrates the application and discusses potential applications in computer vision. Suitable for developers interested in combining machine learning with mobile app development to breathe new life into historical images.