Transfer Learning

Get Started for Transfer Learning Library

• Installation
• Introduction
• Quick Start
• Visualization
• FAQ

Domain Adaptation Settings

• Image Classification
• Image Regression
• Semantic Segmentation
• Keypoint Detection
• Re-Identification
• Partial Domain Adaptation
• Openset Domain Adaptation
• Multi Source Domain Adaptation

Task Adaptation Settings

• Image Classification

Domain Generalization Settings

• Image Classification
• Re-Identification

Domain Adaptation Methods

• Statistics Matching
• Domain Adversarial Learning
• Hypothesis Adversarial Learning
• Domain Translation
• Self Training Methods
• Other Methods
• Common Adaptation Modules

Task Adaptation Methods

• Fine-tuning

Domain Generalization Methods

• Data Manipulation
• Architecture Design
• Representation Learning
• Learning Strategy
• Common Generalization Modules

Common Packages

• Modules
• Loss
• Vision Datasets
• Vision Models
• Vision Transforms
• Generic Tools
• Metrics
• Analysis Tools