The Lost City of Z is the name given by Colonel Percy Harrison Fawcett, a British surveyor of the early 20th century, to an indigenous city that he believed had existed in the jungle of the Mato Grosso state of Brazil. Based on early histories of South America and his own explorations of the Amazon River region, Fawcett theorized that a complex civilization had once existed there, and that isolated ruins may have survived. Fawcett and two companions disappeared during an expedition to find evidence of the hypothesized civilization in 1925.
In this lab, we will leverage Multimodal LLMs to discover evidence to the lost city of Z in the Amazon Rainforest. We will predict the potential archeological sites from mining satellite imagery.
From this lab, you will learn the following concepts in AI science
- Large Language Models (LLMs)
- Multimodal machine learning
- Data Science Metrics: Precision, Recall, Accuracy
- Few-shot learning in Generative AI
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