ChatGPT Code Interpreter for Computer Vision
Blog post from Roboflow
The Code Interpreter Plugin by OpenAI is an innovative tool that extends ChatGPT's capabilities to encompass data analytics, image conversions, and code editing through a text interface, with notable applications in computer vision. It supports various file formats and allows for interactive data analysis and visualization, although it is limited by factors such as internet access, file size, and the exclusive use of Python without external packages. Despite these constraints, the plugin demonstrates significant potential by performing tasks like face detection, object tracking, and optical character recognition using pre-installed libraries like OpenCV and Tesseract, achieving impressive results without direct coding. The plugin's environment lacks persistence, and while the installation of modern computer vision models is not supported, creative prompting reveals possibilities for circumventing these limitations. The future of AI-assisted development in computer vision is promising, with the potential to automate data collection and develop new machine learning models, although further advancements in the plugin's capabilities are eagerly anticipated.