B
ENT-00001476 · AI Research System

BDD100K

BDD100K is a driving video dataset associated with Berkeley AI Research.

Level IV — ConnectedDocumentedStructured
Human readable record

Overview

BDD100K is a driving video dataset associated with Berkeley AI Research. The entity is included because it represents a distinct public model, architecture, benchmark, dataset or AI research system with an identifiable source base and documented role.

Timeline

  1. 2018BDD100K public release or documentation

    BDD100K appears in public documentation as a driving video dataset associated with Berkeley AI Research.

Capabilities

Documented AI capabilityResearch or product source anchorModel or system lineageRelationship mapping

Known limitations

Capabilities depend on version, training data, deployment configuration and evaluation setting.The record documents public identity and source context rather than private implementation details.
Technical and registry detail

Technical description

Structured record for BDD100K. The technical layer captures creator, release period, source anchor, system category, capability profile, limitations and relationships to adjacent models, platforms, benchmarks or research systems.

Controlled tags

AI Research SystemDocumented EntityEstablishedBatch 03 Candidate
Relationship graph
BDD100K
Created or maintained byBerkeley AI Research

BDD100K is associated with Berkeley AI Research.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00001476",
    "name": "BDD100K",
    "alternateName": [],
    "additionalType": "AI Research System",
    "description": "BDD100K is a driving video dataset associated with Berkeley AI Research.",
    "creator": "Berkeley AI Research",
    "url": "entity.php?id=ENT-00001476",
    "sameAs": "https://bdd-data.berkeley.edu/",
    "lxkeysWorld": {
        "classification": "driving video dataset",
        "organization": "Berkeley AI Research",
        "originContext": "AI model, architecture and research record",
        "firstPublicAppearance": "2018",
        "currentStatus": "Documented",
        "registryStatus": "Structured",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:14+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Documented AI capability",
            "Research or product source anchor",
            "Model or system lineage",
            "Relationship mapping"
        ],
        "limitations": [
            "Capabilities depend on version, training data, deployment configuration and evaluation setting.",
            "The record documents public identity and source context rather than private implementation details."
        ],
        "tags": [
            "AI Research System",
            "Documented Entity",
            "Established",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2018",
                "title": "BDD100K public release or documentation",
                "description": "BDD100K appears in public documentation as a driving video dataset associated with Berkeley AI Research."
            }
        ],
        "relationships": [
            {
                "target": "Berkeley AI Research",
                "type": "Created or maintained by",
                "description": "BDD100K is associated with Berkeley AI Research.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "BDD100K public reference",
                "url": "https://bdd-data.berkeley.edu/",
                "source_type": "Official or Research Source",
                "verification_status": "verified"
            }
        ]
    }
}
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