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Vision Transformers vs CNNs at the Edge

This blog post was originally published at Embedl’s website. It is reprinted here with the permission of Embedl. “The Transformer has taken over AI”, says Andrej Karpathy, (Former) Director of AI at Tesla, in a recent episode on the popular Lex Fridman podcast. The seminal paper “Attention is All You Need” by Vaswani and 7 […]

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Prompt Engineering in Vision

This blog post was originally published at Embedl’s website. It is reprinted here with the permission of Embedl. Recently, we have all witnessed the stunning success of prompt engineering in natural language processing (NLP) applications like ChatGPT: one supplies a text prompt to a large language model (LLM) like GPT-4 and the result is a

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What Do Vision Transformers See?

This blog post was originally published at Embedl’s website. It is reprinted here with the permission of Embedl. CNNs have long been the workhorses of vision ever since they achieved the dramatic breakthroughs of super-human performance with AlexNet in 2012. But recently, the vision transformer (ViT) is changing the picture. CNNs have a an inductive

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