MMClassification
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Get Started

  • Installation
  • Getting Started

Model zoo

  • Model Zoo Statistics

Tutorials

  • Tutorial 1: Finetuning Models
  • Tutorial 2: Adding New Dataset
  • Tutorial 3: Custom Data Pipelines
  • Tutorial 4: Adding New Modules
  • Tutorial 5: Pytorch to ONNX (Experimental)
  • Tutorial 6: ONNX to TensorRT (Experimental)
MMClassification
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  • Welcome to MMClassification’s documentation!
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Welcome to MMClassification’s documentation!¶

Get Started

  • Installation
    • Requirements
    • Install MMClassification
    • Using multiple MMClassification versions
  • Getting Started
    • Prepare datasets
    • Inference with pretrained models
    • Train a model
    • Useful tools
    • Tutorials

Model zoo

  • Model Zoo Statistics

Tutorials

  • Tutorial 1: Finetuning Models
    • Inherit base configs
    • Modify head
    • Modify dataset
    • Modify training schedule
    • Use pre-trained model
  • Tutorial 2: Adding New Dataset
    • Customize datasets by reorganizing data
    • Customize datasets by mixing dataset
  • Tutorial 3: Custom Data Pipelines
    • Design of Data pipelines
    • Extend and use custom pipelines
  • Tutorial 4: Adding New Modules
    • Develop new components
  • Tutorial 5: Pytorch to ONNX (Experimental)
    • How to convert models from Pytorch to ONNX
    • List of supported models exportable to ONNX
    • Reminders
    • FAQs
  • Tutorial 6: ONNX to TensorRT (Experimental)
    • How to convert models from ONNX to TensorRT
    • List of supported models convertable to TensorRT
    • Reminders
    • FAQs

Indices and tables¶

  • Index
  • Search Page
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