Zum Inhalt springen
Data ProcessingPro — €97

Upload Google Cloud Dataset to Qdrant for ML

99/100
13 Nodes

Beschreibung

Lädt einen Datensatz aus der Google Cloud zur Vorbereitung für maschinelles Lernen in eine Qdrant-Datenbank.

Setup-Anleitung

### For anomaly detection
**1. This is the first pipeline to upload (crops) dataset to Qdrant's collection.**
2. The second pipeline is to set up cluster (class) centres in this Qdrant collection & cluster (class) threshold scores.
3. The third is the anomaly detection tool, which takes any image as input and uses all preparatory work done with Qdrant (crops) collection.

### For KNN (k nearest neighbours) classification
**1. This is the first pipeline to upload (lands) dataset to Qdrant's collection.**
2. The second is the KNN classifier tool, which takes any image as input and classifies it based on queries to the Qdrant (lands) collection.

### To recreate both
You'll have to upload [crops]({{ $env.WEBHOOK_URL }} and [lands]({{ $env.WEBHOOK_URL }} datasets from Kaggle to your own Google Storage bucket, and re-create APIs/connections to [Qdrant Cloud]({{ $env.WEBHOOK_URL }} (you can use **Free Tier** cluster), Voyage AI API & Google Cloud Storage

**In general, pipelines are adaptable to any dataset of images**

Benötigte Integrationen (4)

Filter

Filter

Google API

Google Cloud

API Key

HTTP/

HTTP/API

Manual

Manual

Workflow freischalten

Kaufe das Pro Bundle für €97 — erhalte sofortigen Zugang zu diesem und allen weiteren Starter + Pro Workflows als ZIP-Datei zum Import in n8n.

Sichere Zahlung via Stripe. 7-Tage Geld-zurück-Garantie.
← Zurück zum Marketplace