Deep Learning, Artificial Intelligence, Vlm, Clip, Visual Language.
used. Same as OpenAI CLIP, given a dataset {(xi, yi)}ni =1, each image is classified as the class that has the largest cosine similarity with the (L2-normalized) image embedding. 2. OpenCLIP 2.1. Zero-Shot Transfer and Robustness Figure 1a: Accuracy follows power laws, such that larger models