ImageNet and The Challenge of Building Large Datasets

The video discusses the evolution of machine learning, emphasizing the role of data sets like Imagenet in advancing computer vision. It highlights the creation of Imagenet, its impact, and the challenges it faces, such as biases and ethical concerns. The video also explores future solutions for data set issues, including synthetic data and regulations.

Explain the significance of Wordnet in the context of Imagenet.

What biases have been identified in models trained on the Imagenet dataset?

What steps are researchers taking to improve the Imagenet dataset?