Training

Video Keyframe Extraction Pipeline

Extract representative keyframes from videos with scene detection. Generate thumbnails, visual summaries, and frame-level embeddings.

video

image

Single Tier

1.7K runs

Run in Builder

from mixpeek import Mixpeek

client = Mixpeek(api_key="YOUR_API_KEY")

namespace = client.namespaces.create(name="keyframes")
collection = client.collections.create(
    namespace_id=namespace.id,
    name="product-videos",
    extractors=["scene-detection", "keyframe-extraction", "image-embedding-v2"]
)

# Upload videos - keyframes extracted automatically
client.buckets.upload(
    collection_id=collection.id,
    url="s3://your-bucket/product-videos/"
)

# Search keyframes visually
results = client.retrievers.execute(
    retriever_id=retriever.id,
    query="product being unboxed"
)