Solution Accelerator: Out-of-Stock Analysis by GPT-4 Turbo with Vision
GPT-4 with Vision (GPT-4V) is one of the latest additions to the portfolio of Generative AI (GenAI) models by OpenAI. In contrast to earlier GPT models, GPT-4V is multimodal, meaning that it can process not only text but also images as its input (prompt).
Such extended capability opens up new ways of applying GenAI to a broader spectrum of business scenarios. For example, out-of-stock is one of the known challenges in the Retail industry. If a customer cannot find your product on the shelf, there is a higher risk of them switching to a competitor. So, it’s a double loss in sales and loyalty.
Using GPT-4 Turbo with Vision deployment in a Microsoft Azure environment, you can build an end-to-end solution for scenarios like out-of-stock, where images from in-store Web cams are ingested and processed in the cloud, with GenAI reporting potential occurrences of out-of-stock situations. This is a 1-min demo on how such a solution may look like: https://lnkd.in/eUgmWdYp.
If you are interested in the practical exploration of the above demo solution, you may find its source code along with the pre-built Docker image on this GitHub repo here: https://lnkd.in/eEXQikYc.
