GPT-4 with Vision is a multimodal language model developed by OpenAI.
Overview
In October 2023, OpenAI released an API for GPT-4 with vision, an extension to GPT-4 that enables you to ask questions about images. GPT-4 is now capable of performing tasks such as image classification, visual question answering, handwriting OCR, document OCR, and more. The GPT-4 with vision API opens up a new world of possibilities in building computer vision applications. Read our analysis of GPT-4 Vision’s capabilities.
The capabilities of GPT-4 are enhanced when matched with Roboflow’s object detection, classification, and segmentation models, as well as foundation models available through Roboflow Inference, an open source inference server that powers millions of inferences a month on production models.
Performance
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Label Data Automatically with GPT-4 with Vision
You can automatically label a dataset using GPT-4 with Vision with help from Autodistill, an open source package for training computer vision models. You can label a folder of images automatically with only a few lines of code. Below, see our tutorials that demonstrate how to use GPT-4 with Vision to train a computer vision model.
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Deploy to Production
Roboflow offers a range of SDKs with which you can deploy your model to production.
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Convert Annotation Format
YOLOv8 uses the uses the YOLOv8 PyTorch TXT annotation format. If your annotation is in a different format, you can use Roboflow's annotation conversion tools to get your data into the right format.