GPT4 Vision – hotdog not hotdog

Nov 8, 2023 ·

This article outlines the development of "Hotdog, Not Hotdog," a web-based application that allows users to determine whether an image contains a hot dog or not. The application is powered by Deno, an open source runtime environment based on the JavaScript programming language. The application uses TensorFlow.js, an open source library for machine learning, to build a model that can recognize images of hot dogs and other objects. The model is trained on a dataset containing thousands of images labeled as either “hotdog” or “not hotdog.” The application utilizes a web camera to capture an image and runs the image through the model to identify it. If the model recognizes the image as a hot dog, the user will be presented with an interface that contains facts about the food item. This application demonstrates the potential of Deno and machine learning for creating unique and powerful web applications.