# Big Bang in Vision: AlexNet, VGG, Inception, ResNet, BatchNorm — Birth of Modern Architectural Components

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/vision-big-bang-alexnet-vgg-inception-resnet
> Updated: 2026-05-13T13:00:24.261Z
> Category: LLM Mühendisliği
> Module: Module 3: The Philosophical History of Deep Learning
**TLDR:** The 2012-2017 vision revolution: AlexNet's 5 innovations, VGG's uniformity principle, Inception's multi-scale approach, ResNet's skip connection revolution, BatchNorm's response to internal covariate shift. Detailed analysis of the architectural legacy that led to Transformers.