FGVClib
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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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Welcome to FGVCLib’s documentation!
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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
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