#cnn

• 25 Aug 2025 · Study

  Computer Vision · CNN architectures: VGG and ResNet

  VGG's stacks of 3×3 convolutions, why very deep plain networks got worse, and ResNet's skip connections, with a residual block checked in code.

• 15 Aug 2025 · Study

  Computer Vision · CNN architectures: LeNet to AlexNet

  The two early milestones, LeNet-5 for digits and AlexNet for ImageNet: their layers, parameter counts, and what changed between them.

• 3 Apr 2025 · Study

  Deep Learning · CNN intro

  Convolutions as sliding filters with shared weights, padding, stride, pooling, output-size arithmetic, and a small CNN versus an MLP on digits.