Image Classification; Linear Classification; Optimization; Backpropagation; Neural Networks; Convolutional Neural Networks; Understanding and Visualizing Convolutional Neural Networks; Transfer Learning and Fine-tuning Convolutional Neural Networks.
- CS231n: Convolutional Neural Networks for Visual Recognition. Fei-Fei Li; Ranjay Krishna; Danfei Xu. cs231n.stanford.edu . 2020.