Tag: #resnet

Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 2 posts

CNN Architecture Complete Guide: From LeNet to EfficientNet and Vision Transformers
The complete guide to understanding the history and evolution of CNN architectures. Master every major model — LeNet, AlexNet, VGG, ResNet, DenseNet, EfficientNet, and Vision Transformer — through structural analysis and
2026-03-17 · 21 min read #cnn #computer-vision #deep-learning #resnet #vgg
ResNet Paper In-Depth Analysis: How Residual Connections Broke the Depth Barrier in Deep Learning
An in-depth analysis of Microsoft Research ResNet paper. We cover the discovery of the degradation problem, the mathematical principles behind skip connections, bottleneck architecture, and the ImageNet ILSVRC 2015 winni
2026-03-01 · 29 min read #resnet #residual-learning #cnn #computer-vision #image-classification

CNN Architecture Complete Guide: From LeNet to EfficientNet and Vision Transformers