Training

Automatic Image Tagging Pipeline

Automatically tag images with objects, scenes, colors, and custom labels using computer vision models. Perfect for DAM systems and media libraries.

image

Single Tier

4.1K runs

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from mixpeek import Mixpeek

client = Mixpeek(api_key="YOUR_API_KEY")

namespace = client.namespaces.create(name="image-tags")
collection = client.collections.create(
    namespace_id=namespace.id,
    name="product-photos",
    extractors=["image-classification", "object-detection", "color-extraction"]
)

# Upload images
client.buckets.upload(
    collection_id=collection.id,
    url="s3://your-bucket/photos/"
)

# Query by tags
results = client.documents.search(
    namespace_id=namespace.id,
    filters={"tags": {"$contains": "outdoor"}}
)