Overview
Learn how to turn any picture into a 3D photo using machine learning with Python. The course covers the process of creating 3D photos using the "3D Photography using Context-aware Layered Depth Inpainting" project. Students will start a Google Colab notebook, clone the GitHub project, download model checkpoints, prepare images for inpainting, perform 3D inpainting, and analyze the resulting 3D images. The course aims to provide hands-on experience in creating 3D photos and understanding the underlying concepts of this technology. This course is suitable for individuals interested in machine learning, Python programming, and image processing.
Syllabus
Demo of 3D inpainting
Overview of the "3D Photography using Context-aware Layered Depth Inpainting" project
Start a Google Colab notebook
Clone the GitHub project and download model checkpoints
Prepare images for inpainting
3D inpainting
Look at the resulting 3D images
How it works?
Taught by
Venelin Valkov