Part 2: Understanding Zero-Shot Learning with the CLIP model Photo by Lenin Estrada on Unsplash Since openAI first made the CLIP model available, it’s been a little over a year since this method of connecting images and caption texts was established. This enormous model was trained on 400 million (!) different pairs of images and captions that were found on…
Part 1: Understanding Zero-Shot Learning Image from Unsplash Despite deep learning’s revolutionary impact on computer vision, existing approaches are plagued by various significant problems. For example, traditional vision datasets are time-consuming and expensive to develop while only teaching a small subset of visual concepts. In this series, we will learn how to connect images and texts using a zero-shot classifier…
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