> For the complete documentation index, see [llms.txt](https://docs.geopard.tech/geopard-tutorials/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.geopard.tech/geopard-tutorials/svn/predstavitev-izdelka-spletna-aplikacija/geopard-mcp/ciscenje-in-kalibracija-podatkov-o-pridelku.md).

# Čiščenje in kalibracija podatkov o pridelku

Spoznajte, kako z uporabo LLM in GeoPard MCP zagotoviti statistično pravilno čiščenje in kalibracijo podatkov o pridelku.

V tem primeru uporabe delamo z nabori podatkov o pridelku, da bi razumeli porazdelitev in kakovost požetih podatkov po polju. Z uporabo povezanega GeoPard MCP LLM pridobi statistične povzetke za izvirni nabor podatkov o pridelku, zazna nepravilnosti ali šum tipal ter ugotovi, kje je potrebno čiščenje ali kalibracija.

Ko so preverjanja kakovosti končana, LLM sproži potek dela GeoPard MCP za čiščenje in kalibracijo z optimalnimi parametri.

{% hint style="success" %}
Pred zagonom tega poteka dela se prepričajte, da je GeoPard MCP povezan. Podrobnosti o nastavitvi so na voljo [tukaj](/geopard-tutorials/svn/predstavitev-izdelka-spletna-aplikacija/geopard-mcp/povezi-geopard-mcp.md).
{% endhint %}

## Posamezen nabor podatkov o pridelku

{% @arcade/embed url="<https://app.arcade.software/share/Zjf8Hpwf0Ykij1Dl5r4L>" flowId="Zjf8Hpwf0Ykij1Dl5r4L" %}

### Pred

<figure><img src="https://29491374-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2FBTboCq739Ds6EWIoN8YI%2Fimage.png?alt=media&amp;token=d7b2b51d-a67b-43c1-9a57-7e9338abc93a" alt=""><figcaption></figcaption></figure>

### Po

<figure><img src="https://29491374-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2FcIBWxG32gH31rkN45Cq9%2Fimage.png?alt=media&amp;token=970b3cd3-1a7c-438d-bac0-a2db73d146de" alt=""><figcaption></figcaption></figure>

## Kalibracija paketnega nabora podatkov o pridelku

{% @arcade/embed url="<https://app.arcade.software/share/bibREyFI1hqQvPk7rBFq>" flowId="bibREyFI1hqQvPk7rBFq" %}

### Pred

<figure><img src="https://29491374-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2FUATNQLP0u88zsnlLkAAm%2Fimage.png?alt=media&amp;token=a85329be-0cb9-4c38-88c5-8b591638edf9" alt=""><figcaption></figcaption></figure>

### Po

<figure><img src="https://29491374-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2Fimu4ak8G06puVVlpSS6w%2Fimage.png?alt=media&amp;token=51ec2b97-fa4e-403a-af7c-e68506a872c7" alt=""><figcaption></figcaption></figure>


---

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