Deep Dive into Computer Vision with Neural Networks — Part 2

Texture Synthesis and Style Transform

Feature Inversion

Concepts Behind Texture Generation

Concepts Behind Style Transform

Directly Generate a Style Transform Image

Conditional Instance Normalization

Face Verification/Recognition

Concepts Behind Both Types of Systems

DeepFace

FaceNet

Large Interval Cross Entropy Loss

Liveness Detection

Image Search and Retrieval

Classic Image Search Process

Unsupervised Image Search

Supervised Image Search

Object Tracking

Health Network

CFNet

Generative Models

Explicit Modeling

Variational Auto-Encoder

Generative Adversarial Networks

Video Classification

Multi-Frame Image Feature Convergence

Three-Dimensional Convolution

Image + Sequence Two Branch Structure

CNN+RNN Capture Distant Dependencies

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