Classic CNN Architectures (LeNet, AlexNet, VGG) — Roadmap Step & Reso…
The architectures that established the CNN paradigm for image classification
- Level: advanced
- Estimated time: 1 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Study resources
- ImageNet Classification with Deep Convolutional Neural Networks (AlexNet) (PDF) — The original AlexNet paper that kicked off the modern deep learning era.
- CNN Architectures Explained (LeNet, AlexNet, VGG) (Video) — A practical walkthrough of the classic CNN architectures and their innovations.
Part of
- Convolutional Neural Networks (CNNs) — section
- Deep Learning & Neural Networks roadmap — the full learning path