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

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FGVClib
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  • 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
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