Why the deep learning boom caught almost everyone by surprise
Fei-Fei Li's creation of the massive ImageNet dataset was instrumental in the resurgence of neural networks. The dataset provided the training data necessary for breakthrough models like AlexNet. AlexNet, trained using GPUs and guided by Geoffrey Hinton's backpropagation technique, demonstrated the power of deep learning on large datasets, sparking the modern AI boom. This pivotal moment underscored the importance of combining neural networks, big data, and GPU computing for advancing AI.