OpenAI’s Point·E: Generating 3D Point Clouds From Complex Prompts in Minutes on a Single GPU

The phenomenal performance of today’s state-of-the-art image generation models has spurred research on text-conditional 3D object generation. However, unlike 2D models, which can generate outputs in a few minutes or even seconds, object generation models typically require multiple GPU hours to produce a single sample.