Zero-shot keyword spotting, using CLIP for modern manuscripts

In this presentation, I aim to demonstrate how the recently introduced CLIP-model can be used as a valuable tool to access and analyse digitised manuscripts without the need of providing manual transcriptions first. This entails a shift which would allow the efficient browsing of digital images of any handwritten document.