Speculating on How GPT-4 Changes Computer Vision

OpenAI's GPT-4, released in March 2023, is a multi-modal large language model (LLM) that integrates text and image inputs to deliver advanced reasoning and problem-solving capabilities. Unlike its predecessors, GPT-4 can process visual inputs, offering new possibilities in computer vision by leveraging its ability to understand both text and images within the same semantic space. This advancement may reduce the need for traditional computer vision tasks like image labeling and specialized training, although it might face challenges with domain-specific applications requiring high precision. GPT-4's open-ended, multi-turn, and zero-shot inference capabilities could revolutionize existing applications and unlock new ones, such as aiding visually impaired individuals or enhancing security systems. However, its adoption could be hindered by deployment costs, latency issues, and privacy concerns due to its API-based nature. Despite these challenges, GPT-4 holds the potential to significantly accelerate the adoption of computer vision in the industry, with companies like Roboflow eager to integrate its transformative capabilities.