InvokeAI vs MLflow

FeatureInvokeAIMLflow
CategoryAI Image GenerationMLOps
PricingFree (open-source)Free (open-source)
GitHub Stars24,00019,000
PlatformsLinux, Windows, macOSLinux, macOS, Windows
Features
  • ✓ Node editor
  • ✓ Canvas
  • ✓ ControlNet
  • ✓ LoRA
  • ✓ Batch generation
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
Tags
image-generationcreativenodesopen-source
mlopstrackingdeploymentopen-source