Insightforge | AI & Data Science on Instagram: "AlexNet, created by Alex Krizhevsky and collaborators in 2012, was one of the earliest deep convolutional neural networks to deliver groundbreaking results on large-scale image tasks like ImageNet. A major challenge in training deep networks is overfitting, where a model memorizes the training data and fails on new examples. AlexNet introduced several strategies to fight this. One of the most important was dropout, which randomly disables neurons d

Overfitting and Underfitting with a real-life example - Shiksha Online

Overfitting vs Underfitting in Machine Learning [Differences]