Patch Embedding

Rare Earth Juejin Tech Community

Jul 12, 2023 · Artificial Intelligence

Comprehensive Guide to Vision Transformer (ViT): Architecture, Patch Tokenization, Embedding, Fine‑tuning, and Performance

This article provides an in‑depth, English‑language overview of Vision Transformer (ViT), covering its Transformer‑based architecture, patch‑to‑token conversion, token and position embeddings, fine‑tuning strategies such as 2‑D interpolation, experimental results versus CNNs, and the model’s broader significance for multimodal AI research.