For instance, for the dog vs. cat image classification example, you could input an image and see the results in the Evaluate step of Model Builder." In addition to image classification, ML.NET is used ...

When something does zero-shot image classification ... labels (“a photo of a cat” vs “a photo of a bald man”, for example) is most appropriate to what the camera sees.

Visual examples from the Kosmos ... and zero-shot image classification. In many of these tests, Kosmos-1 outperformed current state-of-the-art models, according to Microsoft.

While multiple machine learning (ML) algorithms offered similar predictive performance, the cost-effective analysis revealed ...

image classification, captioning, and image generation. They ran the experiments on 88 different models. For each of the tasks, such as text generation, Luccioni ran 1,000 prompts, and measured ...