> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/curator/llms.txt.
> For full documentation content, see https://docs.nvidia.com/nemo/curator/llms-full.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/curator/_mcp/server.

> Hands-on tutorials for image curation workflows using NeMo Curator tools and techniques

# Image Curation Tutorials

This section contains practical tutorials that show how to use NVIDIA NeMo Curator for various image curation tasks. Each tutorial provides step-by-step guidance for specific use cases.

Get started with basic image curation using NeMo Curator. Learn how to create pipelines that filter images by aesthetic quality and NSFW content.
beginner
quality-filtering
nsfw-detection

Learn how to remove duplicate and near-duplicate images using semantic duplicate removal with CLIP embeddings and clustering.
duplicate-removal
embeddings
clustering

## Resources

For working Python examples and command-line scripts, refer to the [Tutorials directory](https://github.com/NVIDIA-NeMo/Curator/tree/main/tutorials/image) in the [NeMo Curator GitHub repository](https://github.com/NVIDIA-NeMo/Curator).