FGVClib
latest

Get Started

  • Prerequisites
  • Installation
  • Benchmark and model zoo

Quick Run

  • The conigs of the state-of-the-art methods
  • 1: Train with the existing models and satndard datastes
  • 2: Train with the new models and satndard datastes

Tutorials

  • Tutorial 1: Learn about apis
  • Tutorial 2: Learn about configs
  • Tutorial 3: Learn about criterions
  • Tutorial 4: Learn about datasets
  • Tutorial 5: Learn about metrics
  • Tutorial 6: Learn about model
  • Tutorial 7: Learn about transforms

Tutorials

  • Learn about utils

Switch Language

  • English
  • 简体中文
FGVClib
  • »
  • Welcome to FGVCLib’s documentation!
  • Edit on GitHub

Welcome to FGVCLib’s documentation!¶

Get Started

  • Prerequisites
  • Installation
    • Best practices
    • Trouble shooting
  • Benchmark and model zoo
    • Common settings
    • Backbone models
    • Methods

Quick Run

  • The conigs of the state-of-the-art methods
  • 1: Train with the existing models and satndard datastes
    • The existing models
    • Prepare the dataset
    • Train
    • Test
  • 2: Train with the new models and satndard datastes
    • Prepare the dataset
    • Prepare your own customized model
    • Prepare a config
    • Train a new model
    • Test a new model

Tutorials

  • Tutorial 1: Learn about apis
    • Build
    • Evaluate Model
    • Save Model
    • Update Model
    • The example of using the apis
  • Tutorial 2: Learn about configs
    • Config File Structure
    • The example of the configs
  • Tutorial 3: Learn about criterions
    • Base loss function
    • Mutual channel loss
    • Utils
    • The example of using the criterions
  • Tutorial 4: Learn about datasets
    • FGVC Dataset
  • Tutorial 5: Learn about metrics
    • Accuracy
    • Precision
    • Recall
    • The example
  • Tutorial 6: Learn about model
    • Backbone
    • Encoders
    • Necks
    • Heads
    • Sotas
    • Build a model
  • Tutorial 7: Learn about transforms
    • The example

Tutorials

  • Learn about utils
    • Interpreter
    • Logger
    • Learning rate schedules
    • Update strategy
    • Visualization

Switch Language

  • English
  • 简体中文
Next

© Copyright 2022, yyq. Revision 69c4995d.

Built with Sphinx using a theme provided by Read the Docs.
Read the Docs v: latest
Versions
latest
Downloads
pdf
On Read the Docs
Project Home
Builds