# Curating dataset

**Collect and prepare images that share the same style and aesthetic**

Think of your Pod as a unique lens that daisy can switch in and out. The key to successful Pod training is gathering images that all belong to the same visual family - similar style, mood, and artistic approach.

***

## Gathering Your Images

### Where to Find Images

<div align="left"><figure><img src="https://18044900-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FoQeQDrC4oP2NDOlQVIty%2Fuploads%2FANBtPJ42Q5YJMTjEzSMw%2FScreenshot%202025-07-09%20at%206.55.23%E2%80%AFPM.png?alt=media&#x26;token=13623441-cb22-4f7c-b966-0d2c09faca6a" alt="" width="375"><figcaption></figcaption></figure></div>

* **Your own library**: Personal photography or artwork
* **Stock sources**: Unsplash, Pexels, or other free image sites
* **Curated collections**: Any source with consistent style examples

### What to Look For

**✅ Do this:**

* Choose images with similar artistic styles
* Keep consistent color palettes and lighting
* Focus on the same overall aesthetic and mood
* Stick to similar subjects (all landscapes, all portraits, etc.)

**❌ Avoid this:**

* Mixing people with scenes or landscapes
* Combining different artistic styles (realistic + illustrated)
* Using different color themes or lighting conditions
* Including images that don't fit the visual pattern

***

## Technical Requirements

### Image Specs

* **Format**: JPG or PNG
* **Resolution**: Minimum 1000px on one side
* **Quality**: High-resolution, not heavily compressed
* **Quantity**: 4-15 images (6-8 recommended for best results)

### Preparation Tips

* Use image editing tools like Figma to resize and organize
* Check resolution before finalizing your set
* Export all images in consistent format
* Remove any outliers that don't match the style

***

**Watch this to learn more:**

[Curating Dataset Tutorial](https://youtu.be/HvoYUjgTlxY?si=vdhWpHuDraDXCopf)

***

**Ready to Create your Pod?** Once you've prepared your dataset, head to [**Creating a Pod →**](https://docs.daisy.so/core-tools/pods/creating-pods) to start training.


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.daisy.so/core-tools/pods/curating-dataset.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
