Atlas · GenAI 2026
Convolutional Neural Networks
CNN architectures (ResNet, EfficientNet)
conceptPeak: 2016Neural ArchitecturesAI consensus: 1/3
Prerequisites
- hardDeep Learning
Convolution, pooling, skip connections, batch normalization — all DL fundamentals applied spatially
Recommended reference
He et al. (2016) 'Deep Residual Learning for Image Recognition' — most-cited CV paper; essential reading
Notes from AI deep research
Anthropic Opus
ResNet — najczesciej cytowany CV paper. Wciaz backbones w VLM-ach
Related skills
- → is subcategory of: Deep Learning(3/3)