> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/curator/v25.09/curate-images/tutorials/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/curator/_mcp/server.

# Tutorials

## Docs

- [Create an Image Curation Pipeline](https://docs.nvidia.com/nemo/curator/v25.09/curate-images/tutorials/beginner.md): Beginner-friendly tutorial for creating your first image curation pipeline with quality filtering and NSFW detection
- [Image Duplicate Removal Workflow](https://docs.nvidia.com/nemo/curator/v25.09/curate-images/tutorials/dedup-workflow.md): End-to-end workflow tutorial covering the image curation process from embedding generation through semantic deduplication


> **Note:** This page contains both a page directory (above) and the landing page content (below). The page directory is generated for agent use and does not appear on the landing page.

> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/curator/v25.09/curate-images/tutorials/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/curator/_mcp/server.

# Image Curation Tutorials

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

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.

#### [Beginner Tutorial](/curate-images/tutorials/beginner)

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

#### [Image Duplicate Removal Workflow](/curate-images/tutorials/dedup-workflow)

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