Sample CodevisionOSReviewed 2026-07-21View on Apple Developer

Exploring object tracking with ARKit

At a glance

Item Summary
Purpose Find and track real-world objects in visionOS using reference objects you train with Create ML.
App architecture A Swift sample with the source-visible chain ObjectTrackingAppHomeViewReferenceObjectLoaderARKit / SwiftUI APIs.
Main patterns No named application pattern supported by the extracted structure
Project style 9 scanned source file(s) across Swift, organized around ranked entry, type, and file boundaries.
Execution model Source-visible boundaries: @MainActor, async declaration or closure, Task; none alone proves a background thread.
State/event model Source-visible mechanisms: @Observable, SwiftUI state property wrapper.
Key frameworks/packages ARKit, SwiftUI, RealityKit, UIKit, UniformTypeIdentifiers; these are source dependencies, not architecture labels.

Project structure

Source bundle/
├── ObjectTracking/
│   ├── ObjectTrackingApp.swift
│   ├── App/
│   │   ├── ObjectAnchorVisualization.swift
│   │   ├── ReferenceObjectLoader.swift
│   │   └── AppState.swift
│   ├── Views/
│   │   ├── HomeView.swift
│   │   ├── ListEntryView.swift
│   │   ├── ObjectTrackingRealityView.swift
│   │   └── InfoLabel.swift
│   └── Extensions/
│       └── Entity+ObjectTracking.swift
├── Configuration/
│   └── SampleCode.xcconfig
└── ObjectTracking.xcodeproj/
    ├── .xcodesamplecode.plist
    └── project.pbxproj

Structure observations

  • Architecturally prominent files are ranked from entry points and role-named declarations; resource-only paths are omitted.
  • Primary languages: Swift.
  • The verified tree contains 4 project/configuration file(s) and 13 source declaration(s).

Overall architecture

Reference code

ObjectTracking/ObjectTrackingApp.swift:14 — architecture anchor

@main
@MainActor
struct ObjectTrackingApp: App {
    @State private var appState = AppState()

    var body: some Scene {
        WindowGroup {
            HomeView(
                appState: appState,
                immersiveSpaceIdentifier: UIIdentifier.immersiveSpace
            )
            .task {
                if appState.allRequiredProvidersAreSupported {
                    await appState.referenceObjectLoader.loadBuiltInReferenceObjects()
                }
            }
        }
        .windowStyle(.plain)

        ImmersiveSpace(id: UIIdentifier.immersiveSpace) {
            ObjectTrackingRealityView(appState: appState)
        }
    }
}

Interpretation

The arrows summarize the source-visible entry, role-named types or folders, and framework direction; when nodes come from structural folders, the sequence is a high-level interpretation rather than proof that every adjacent node calls the next. Ownership is claimed only where the next section cites a stored property or assignment. The diagram is intentionally limited to the dominant path into visionOS.

Ownership and state

Ownership evidence

ObjectTracking/ObjectTrackingApp.swift:17 — stored dependency or nearest verified ownership anchor

@main
@MainActor
struct ObjectTrackingApp: App {
    @State private var appState = AppState()
    // ...
}
Owner Object or state Relationship Mutation authority
ObjectTrackingApp AppState (appState) owns wrapper-managed state Owning lexical scope
ObjectAnchorVisualization Float (textBaseHeight) owns value state Initialized by the owner; the binding is immutable
ObjectAnchorVisualization CGFloat (alpha) owns value state Initialized by the owner; the binding is immutable
ObjectAnchorVisualization Float (axisScale) owns value state Initialized by the owner; the binding is immutable

Composition arrows indicate a source-visible construction expression or locally owned value state; aggregation means the owner stores or receives a dependency without proving exclusive lifetime ownership.

Concurrency, scheduling, and thread safety

Evidence limit: actor isolation, async/await, or Task creation does not by itself prove background-thread execution; Sendable conformance alone does not prove thread-safe mutation.

Concern Source mechanism Verified placement or handoff Evidence
Main isolation @MainActor The cited annotation marks its attached declaration or closure as main-actor isolated. ObjectTracking/App/AppState.swift:10
Suspension boundary async declaration or closure The source declares or crosses an asynchronous boundary; it does not by itself establish background execution. ObjectTracking/App/AppState.swift:42
Task creation Task The source creates an unstructured task; surrounding context determines inherited actor isolation. ObjectTracking/Views/HomeView.swift:44

@MainActor/MainActor.run, DispatchQueue.main, and RunLoop.main are reported as distinct isolation, queue, and event-loop mechanisms. A plain Task is kept separate from Task.detached; neither is labeled as a background thread.

Reference code

ObjectTracking/App/AppState.swift:10 — representative execution boundary

@MainActor
@Observable
final class AppState {
    var isImmersiveSpaceOpened = false
    // ...
}

State propagation, frameworks, and dependencies

Evidence limit: an import proves a source-level compilation dependency at the cited line; it does not prove runtime use, architectural adoption, or whether a Swift package is a direct application dependency.

Category Mechanism or module Verified role Evidence
State propagation @Observable Observation macro publishes source-visible changes. ObjectTracking/App/AppState.swift:11
State propagation SwiftUI state property wrapper A SwiftUI property wrapper supplies or observes UI state. ObjectTracking/ObjectTrackingApp.swift:17
Source import ARKit The cited file imports this module; runtime use and architectural role are not inferred. ObjectTracking/App/AppState.swift:8
Source import SwiftUI The cited file imports this module; runtime use and architectural role are not inferred. ObjectTracking/App/ObjectAnchorVisualization.swift:10
Source import RealityKit The cited file imports this module; runtime use and architectural role are not inferred. ObjectTracking/App/ObjectAnchorVisualization.swift:9
Source import UIKit The cited file imports this module; runtime use and architectural role are not inferred. ObjectTracking/Extensions/Entity+ObjectTracking.swift:9
Source import UniformTypeIdentifiers The cited file imports this module; runtime use and architectural role are not inferred. ObjectTracking/Views/HomeView.swift:11

receive(on:) describes downstream delivery scheduling, while subscribe(on:) describes upstream subscription/request/cancel scheduling. An import Combine alone establishes neither behavior nor a Store, reducer, Redux, or other application architecture.

Class and protocol design

ObjectTracking/ObjectTrackingApp.swift:16 — representative type boundary

@main
@MainActor
struct ObjectTrackingApp: App {
    @State private var appState = AppState()
    // ...
}
Type Responsibility Depends on or conforms to
ObjectTrackingApp Application entry and top-level composition App
MetricCoordinateLabelView User-interface presentation and input forwarding View
ReferenceObjectLoader Loads and prepares feature data or resources Concrete collaborators/imported frameworks
HomeView User-interface presentation and input forwarding View
ListEntryView User-interface presentation and input forwarding View
ObjectTrackingRealityView User-interface presentation and input forwarding View
UIIdentifier Defines a closed set of feature states or choices Concrete collaborators/imported frameworks
ObjectAnchorVisualization Owns feature behavior and collaborator lifecycle Concrete collaborators/imported frameworks
BoundingBoxOutline Owns feature behavior and collaborator lifecycle Concrete collaborators/imported frameworks
MetricCoordinateLabel Owns feature behavior and collaborator lifecycle Concrete collaborators/imported frameworks

No local protocol conformance is claimed as protocol-oriented design; external framework conformances are listed only as dependencies.

Access control

Symbol Access Verified effect Likely rationale
arkitSession (ObjectTracking/App/AppState.swift:32) private Use is restricted to the lexical declaration and same-file extensions allowed by Swift. Inference: keep state mutation or dependency lifetime inside the owning implementation.
objectTracking (ObjectTracking/App/AppState.swift:34) private Use is restricted to the lexical declaration and same-file extensions allowed by Swift. Inference: keep state mutation or dependency lifetime inside the owning implementation.
objectTrackingStartedRunning (ObjectTracking/App/AppState.swift:36) private(set) Read access follows the declaration; writes remain in the private scope. Inference: allow observation while reserving invariant-changing writes for the owner.
worldSensingAuthorizationStatus (ObjectTracking/App/AppState.swift:40) private(set) Read access follows the declaration; writes remain in the private scope. Inference: allow observation while reserving invariant-changing writes for the owner.

Reference code

ObjectTracking/App/AppState.swift:32 — representative boundary

@MainActor
@Observable
final class AppState {
    // ...
    private let arkitSession = ARKitSession()
    // ...
}

Swift declarations without a modifier are internal; explicit private, fileprivate, private(set), public, or open entries above are interpreted by language semantics. Objective-C/C samples instead rely on header and implementation boundaries, which are not equivalent to Swift lexical privacy.

Logic ownership and placement

Logic Owning type or file Placement rationale
Application entry and top-level composition ObjectTrackingApp The source’s App suffix makes this role explicit.
Loads and prepares feature data or resources ReferenceObjectLoader The source’s Loader suffix makes this role explicit.
User-interface presentation and input forwarding HomeView, ListEntryView, MetricCoordinateLabelView, ObjectTrackingRealityView The source’s View suffix makes this role explicit.

Design patterns

Pattern Source evidence Purpose or tradeoff
No named application pattern ObjectTracking/ObjectTrackingApp.swift:14 The verified source directly composes concrete framework types; this document avoids forcing a pattern name.

Naming conventions

  • Types: App: ObjectTrackingApp; Loader: ReferenceObjectLoader; View: HomeView, ListEntryView, MetricCoordinateLabelView, ObjectTrackingRealityView.
  • Protocols: no local protocol declaration in the scanned source.
  • Methods: update, labelText, finishedOneFile, updateProgress, loadBuiltInReferenceObjects, loadReferenceObject, addReferenceObject, removeObject.
  • Files: ObjectTracking/ObjectTrackingApp.swift, ObjectTracking/App/ObjectAnchorVisualization.swift, ObjectTracking/App/ReferenceObjectLoader.swift, ObjectTracking/Views/HomeView.swift, ObjectTracking/Views/ListEntryView.swift, ObjectTracking/Views/ObjectTrackingRealityView.swift.

Architecture takeaways

  • ObjectTrackingApp is the main source-visible entry or composition anchor for this sample.
  • Framework work reaches ARKit, SwiftUI, RealityKit, UIKit through a deliberately small high-level chain; the detailed API graph remains inside the cited implementation files.
  • Stored-property evidence identifies lifecycle collaboration; it does not by itself prove exclusive object ownership.
  • Access-control conclusions separate verified language visibility from the likely design rationale.
  • The source does not justify labeling the design protocol-oriented.

Source map

Source file Relevant symbols
ObjectTracking/ObjectTrackingApp.swift Cited implementation, ObjectTrackingApp, SwiftUI state property wrapper, UIIdentifier
ObjectTracking/App/AppState.swift Cited implementation, @MainActor, async declaration or closure, @Observable, ARKit, AppState
ObjectTracking/Views/HomeView.swift Task, UniformTypeIdentifiers, HomeView
ObjectTracking/App/ObjectAnchorVisualization.swift SwiftUI, RealityKit, ObjectAnchorVisualization, BoundingBoxOutline, MetricCoordinateLabel, MetricCoordinateText, MetricCoordinateLabelView
ObjectTracking/Extensions/Entity+ObjectTracking.swift UIKit, Feature implementation
ObjectTracking/App/ReferenceObjectLoader.swift ReferenceObjectLoader
ObjectTracking/Views/ListEntryView.swift ListEntryView
ObjectTracking/Views/ObjectTrackingRealityView.swift ObjectTrackingRealityView
ObjectTracking/Views/InfoLabel.swift InfoLabel