Work

When ChatGPT for Computer Vision Will Come? From 2D to 3D

Year: 2023

Type: preprint

Abstract: ChatGPT and its improved variant GPT4 have revolutionized the NLP field with a single model solving almost all text related tasks. However, such a model for computer vision does not exist, especially for 3D vision. This article first provides a brief view on the progress of deep learning in text, image and 3D fields from the model perspective. Moreover, this work further discusses how AIGC evolves from the data perspective. On top of that, this work presents an outlook on the development of AIGC in 3D from the data perspective.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.2305.06133

Authors: Li, Chenghao, Zhang, Chaoning

Institutions: Korea Advanced Institute of Science and Technology, Korea-American Association

Language: English

Topic: Generative Adversarial Networks and Image Synthesis

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W4376167322

Cites:

Cited by: 1

Related to: 10