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Unveiling GPT-4: Enhancing Vision API with Images, Videos #AIinnovation

Exploring the GPT-4 with Vision API using Images and Videos | by Juan Stoppa | Feb, 2024

The GPT-4 with Vision API is an advanced large multimodal model (LMM) created by OpenAI, capable of interpreting images and offering textual answers to queries related to these images. The model blends the capabilities of visual perception with natural language processing. The API is used similarly to the standard completion API, and Python is recommended for integration with the API. The model struggles with tasks such as counting, understanding charts, or spatial reasoning, but it can process frames of a video and understand them as a whole. The model is capable of processing image frames and understanding them as a whole. It can also process frames of a video and understand them as a whole. The GPT with Vision API doesn’t provide the ability to upload a video but it’s capable of processing image frames and understand them as a whole. The model can handle both images and videos, although a bit of image processing is required for videos. The model struggles with tasks such as counting, understanding charts or anything that involves spatial reasoning. For spatial reasoning, it’s possible to give the model hints such as highlighting areas in the image, this helps the model to produce a more accurate result. If you liked this article and would like to read more, then follow me on X at @juanstoppa, where I post regularly about AI.

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Source link: https://juanstoppa.medium.com/exploring-the-gpt-4-with-vision-api-using-images-and-videos-8deb94b3dfe3?source=rss——openai-5

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