---
description: "Hands-on tutorials for image curation workflows using NeMo Curator tools and techniques"
categories: ["tutorials"]
tags: ["tutorials", "image-curation", "hands-on", "examples"]
personas: ["data-scientist-focused", "mle-focused"]
difficulty: "beginner"
content_type: "tutorial"
modality: "image-only"
---

# 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.

<Cards>

<Card title="Beginner Tutorial" href="/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.
beginner
quality-filtering
nsfw-detection
</Card>

<Card title="Image Duplicate Removal Workflow" href="/curate-images/tutorials/dedup-workflow">
Learn how to remove duplicate and near-duplicate images using semantic duplicate removal with CLIP embeddings and clustering.
duplicate-removal
embeddings
clustering
</Card>

</Cards>

## 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).
