Single Image Generation
Programer
May 2022 Pittsburgh, CMU Cylab
A Tool for 3D Training Data Creation
Single Image Generation is a unique tool I independently developed for generating 3D training data. This tool combines a series of deep learning models with automated computer graphics modeling. By processing a single image of a product, it generates an approximate 3D model of the item. This model can be utilized to acquire screenshots from multiple angles or to be integrated into virtual scenes for generating simulated data with multiple objects.
This innovation streamlines the process of 3D model creation, offering a swift and efficient method to produce high-quality training data for various applications. It's particularly beneficial for scenarios requiring rapid model generation without the need for extensive physical datasets.
