Welcome to MMGeneration’s documentation!¶ Get Started Overview Get Started: Install and Run MMGen User Guides Tutorial 1: Learn about Configs Modify config through script arguments Config File Structure Config Name Style An Example of StyleGAN2 Tutorial 2: Prepare Datasets Datasets for unconditional models Datasets for image translation models Tutorial 3: Inference with pre-trained models Sample images with unconditional GANs Sample images with conditional GANs Sample images with image translation models Sample images with diffusion models Tutorial 4: Train and test with predefined models Train predefined models Test predefined models Evaluation during training Tutorial 5: Visualization Overview Visualization Hook Visualizer VisBackend Tutorial 6: Useful tools Print full config Prepare a model for publishing Advanced Guides Design Your Own Models Overview of models in MMGeneration Step 1: Define your own Module Step 2: Define the your Model Step 3: Start training References Dataset UnconditionalImageDataset GrowScaleImgDataset SinGANDataset PairedImageDataset UnpairedImageDataset Design your own dataset Data Transforms Design of Data pipelines Customization data transformation Metrics FID and TransFID IS and TransIS Precision and Recall PPL SWD MS-SSIM Equivarience Losses Default losses Customized losses Migration Migration from MMGeneration 0.x API Reference mmgen.apis mmgen.datasets mmgen.engine mmgen.evaluation mmgen.models mmgen.structures mmgen.utils mmgen.visualization Model Zoo Model Zoo Statistics Notes Contributing Guidance Projects Changelog FAQ Switch Language English 简体中文 Indices and tables¶ Index Search Page