Y
ENT-00000939 · Foundation Model

YOLO

YOLO is a documented foundation model associated with YOLO.

Level V — PersistentActiveDocumented
Human readable record

Overview

YOLO is documented as a foundation model or model-family record associated with YOLO. Its relevance comes from real-time object detection model family. The entity is useful for tracing model lineage, provider strategy, capability evolution and relationships between assistants, APIs and downstream products.

Timeline

  1. 2016YOLO public reference

    YOLO is publicly documented in relation to YOLO.

Capabilities

Language or multimodal model capabilityAPI or deployment integrationReasoning, generation or representation learningModel-family relationship mapping

Known limitations

Capabilities vary by release, deployment setting and evaluation method.Operational details may differ across hosted APIs, open releases or downstream integrations.
Technical and registry detail

Technical description

Structured record for YOLO. The technical layer identifies entity type Foundation Model, organization YOLO, source anchor https://docs.ultralytics.com/, capability fields, limitation fields, timeline event, source records, tags (YOLO, Foundation Model, Documented AI) and graph relationships for machine-readable registry integration.

Controlled tags

YOLOFoundation ModelDocumented AIreal-time
Relationship graph
YOLO
Creator or DeveloperJoseph Redmon / Ultralytics community

Joseph Redmon / Ultralytics community is identified as a creator, developer or originating actor for YOLO.

Registry CategoryFoundation Models

Model-level entity connected to the foundation-model layer of the registry.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00000939",
    "name": "YOLO",
    "alternateName": [],
    "additionalType": "Foundation Model",
    "description": "YOLO is a documented foundation model associated with YOLO.",
    "creator": "Joseph Redmon / Ultralytics community",
    "url": "entity.php?id=ENT-00000939",
    "sameAs": "https://docs.ultralytics.com/",
    "lxkeysWorld": {
        "classification": "real-time object detection model family",
        "organization": "YOLO",
        "originContext": "Computer vision model",
        "firstPublicAppearance": "2016",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:02+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:02+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:02+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Language or multimodal model capability",
            "API or deployment integration",
            "Reasoning, generation or representation learning",
            "Model-family relationship mapping"
        ],
        "limitations": [
            "Capabilities vary by release, deployment setting and evaluation method.",
            "Operational details may differ across hosted APIs, open releases or downstream integrations."
        ],
        "tags": [
            "YOLO",
            "Foundation Model",
            "Documented AI",
            "real-time"
        ],
        "timeline": [
            {
                "date": "2016",
                "title": "YOLO public reference",
                "description": "YOLO is publicly documented in relation to YOLO."
            }
        ],
        "relationships": [
            {
                "target": "Joseph Redmon / Ultralytics community",
                "type": "Creator or Developer",
                "description": "Joseph Redmon / Ultralytics community is identified as a creator, developer or originating actor for YOLO.",
                "evidence_level": "documentary"
            },
            {
                "target": "Foundation Models",
                "type": "Registry Category",
                "description": "Model-level entity connected to the foundation-model layer of the registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "YOLO official reference",
                "url": "https://docs.ultralytics.com/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}
Proof and discussion layer

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